{"meta":{"query_hash":"dc01b9154e21","filters":{"venue":"Journal of Gay & Lesbian Psychotherapy"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dc01b9154e21","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Gay+%26+Lesbian+Psychotherapy"},"results":[{"id":"W1673989973","doi":"10.1300/j236v09n01_02","title":"Prostate Cancer and the Gay Male","year":2005,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Psychotherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Prostate cancer; Medicine; Testosterone (patch); Anal cancer; Gynecology; Prostate; Human immunodeficiency virus (HIV); Anal sex; Prostate cancer screening; Cancer; Men who have sex with men; Family medicine; Internal medicine; Prostate-specific antigen","score_opus":0.021620181291280016,"score_gpt":0.33595407643425673,"score_spread":0.3143338951429767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1673989973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8108121,0.06645481,0.000049323153,0.11990219,0.0003412329,0.0005067588,0.000013016723,0.000009760062,0.0019108065],"genre_scores_gemma":[0.7809991,0.20116194,0.0011840828,0.010503941,0.0012212547,0.000049609906,0.000001069963,0.000040058054,0.004838907],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900204,0.00004067609,0.00037586273,0.0001331335,0.00025156693,0.00019672391],"domain_scores_gemma":[0.9991955,0.000055341254,0.00028713178,0.00018127833,0.00012612833,0.00015461665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033370944,0.00014578072,0.000358375,0.00007499204,0.000070382084,0.00004207555,0.00008163103,0.00004234367,0.0005111832],"category_scores_gemma":[0.000004329411,0.00007644647,0.00015989349,0.0001025882,0.000143856,0.00010828034,0.0000029473235,0.00021201937,0.0000092606715],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009550142,0.0008057081,0.10199908,0.000065246975,0.0012372585,0.000147943,0.007676638,0.00004157854,0.0020447085,0.00094002247,0.06758736,0.8079043],"study_design_scores_gemma":[0.034847327,0.0013564411,0.059201144,0.00064102694,0.00027156988,0.0013125117,0.00030743697,0.000052590953,0.0031300473,0.0012634374,0.8974154,0.00020104968],"about_ca_topic_score_codex":0.000021592796,"about_ca_topic_score_gemma":0.000051557647,"teacher_disagreement_score":0.8298281,"about_ca_system_score_codex":0.00009310096,"about_ca_system_score_gemma":0.000120060424,"threshold_uncertainty_score":0.5597098},"labels":[],"label_agreement":null},{"id":"W4232121734","doi":"10.1300/j236v07n04_07","title":"BOOK REVIEWS","year":2003,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Psychotherapy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Columbia College","funders":"Family Process Institute","keywords":"Philosophy","score_opus":0.044804605522777936,"score_gpt":0.35444635257767493,"score_spread":0.309641747054897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232121734","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02381873,0.8673026,0.007933183,0.0046637706,0.0039609703,0.0011616275,0.000019817504,0.00011867586,0.09102065],"genre_scores_gemma":[0.029350368,0.69367665,0.06274238,0.11811909,0.0060275653,0.000055556964,0.0000049691484,0.001621923,0.08840148],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996763,0.0006359035,0.0013201043,0.00023698893,0.0005913416,0.00045264847],"domain_scores_gemma":[0.9973369,0.000060814073,0.0014479021,0.0005740108,0.00023674834,0.0003436126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025210085,0.00032329914,0.0007594947,0.00038951405,0.00009595795,0.000088689725,0.0004976747,0.000120462486,0.008171095],"category_scores_gemma":[0.00006529761,0.0002502448,0.000625095,0.0005174123,0.0000942295,0.00049135135,0.0000016788152,0.0005550015,0.002855015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030225224,0.0003371248,0.00067509577,0.000015341031,0.00014009683,0.000047159803,0.0006351139,0.0000061207447,0.029493205,0.0012310857,0.95476353,0.012353855],"study_design_scores_gemma":[0.00253192,0.0004103719,0.0004532566,0.00023660512,0.000033181725,0.00072170555,0.000044384287,0.0000014803308,0.001879111,0.002745352,0.9906769,0.00026576588],"about_ca_topic_score_codex":0.0000011941587,"about_ca_topic_score_gemma":0.000006927004,"teacher_disagreement_score":0.17362592,"about_ca_system_score_codex":0.00014760876,"about_ca_system_score_gemma":0.00015635585,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null},{"id":"W7126053962","doi":"10.1300/j236v08n01_05","title":"Witnessing and Mirroring: A Fourteen Stage Model of Transsexual Identity Formation","year":2004,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Psychotherapy","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Transsexual; Identity formation; Identity (music); Stage (stratigraphy); Gender identity; Narrative","score_opus":0.10953641595014199,"score_gpt":0.42356983805389575,"score_spread":0.31403342210375373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126053962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9084292,0.0016210827,0.084555455,0.0025156727,0.00063942274,0.00016244427,0.00001814222,0.0000143383095,0.0020442582],"genre_scores_gemma":[0.9922894,0.0023968397,0.0033148795,0.0005256208,0.00039798388,0.000002963129,0.0000012875613,0.000039770355,0.0010312491],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99821365,0.00010528446,0.00084425695,0.00016166935,0.00037138606,0.0003037661],"domain_scores_gemma":[0.99861985,0.00003127524,0.00076006126,0.0002427926,0.00016040671,0.00018558445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007020049,0.00017509428,0.00038690434,0.00037508705,0.00013003175,0.00006888846,0.00026083353,0.00015279923,0.000113911614],"category_scores_gemma":[0.000006070544,0.00016204703,0.0001581849,0.00020771222,0.000117233525,0.0009865395,0.0000035871876,0.0003360012,0.000008330385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010487729,0.0067633097,0.08737874,0.005628587,0.0020894364,0.00025566836,0.30586472,0.0052654603,0.16961494,0.21617109,0.0076322914,0.18284804],"study_design_scores_gemma":[0.07405414,0.0075379577,0.33797693,0.0013225715,0.0008387821,0.0024578695,0.010066396,0.001637643,0.002670602,0.5472964,0.011633572,0.0025071218],"about_ca_topic_score_codex":0.00046105706,"about_ca_topic_score_gemma":0.0005314746,"teacher_disagreement_score":0.33112535,"about_ca_system_score_codex":0.000073793126,"about_ca_system_score_gemma":0.00015532934,"threshold_uncertainty_score":0.6608086},"labels":[],"label_agreement":null}]}