{"id":"W4411660007","doi":"10.51847/qet8qaobs5o533","title":"10.51847/qet8qaobs5o533","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Male Breast Health Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mucinous carcinoma; Lymph node metastasis; Breast carcinoma; Lymph node; Carcinoma; Oncology; Metastasis; Breast cancer; Internal medicine; Pathology; Adenocarcinoma; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001232874,0.0001238745,0.0002576007,0.0000653889,0.00007290152,0.000006853092,0.00007067112,0.00004915214,0.9945902],"category_scores_gemma":[0.00005756348,0.0001091009,0.00004836822,0.0001869841,0.00003288372,0.00002787768,0.00002986979,0.0001011925,0.9889803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005019113,"about_ca_system_score_gemma":0.00005515742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003268236,"about_ca_topic_score_gemma":1.763019e-7,"domain_scores_codex":[0.9990525,0.00002013541,0.0001917744,0.0002094896,0.0002085693,0.0003175779],"domain_scores_gemma":[0.999316,0.00004001652,0.00001990435,0.0002946529,0.00005972181,0.0002696882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002700251,0.00006593766,0.000007759384,0.00004896928,0.00002479282,0.00002432275,0.00002860666,0.000002535226,0.00002407792,0.000001344234,0.1030763,0.8964253],"study_design_scores_gemma":[0.0005054605,0.0002728976,0.004097054,0.00005448098,0.00003501083,0.00006753526,0.000001522437,0.00003877715,0.00001093997,9.850405e-7,0.9948131,0.0001022783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003822095,0.0001902493,2.280872e-7,0.004015218,0.000002941903,0.0003516826,0.000007482897,0.0001627206,0.9914474],"genre_scores_gemma":[0.0008980458,0.000001573433,0.0002484216,0.0007729137,0.0002532782,0.0000324194,0.00000870573,0.00002314474,0.9977615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.896323,"threshold_uncertainty_score":0.4449006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078903144201264,"score_gpt":0.2342437830883386,"score_spread":0.2234547516463259,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}