{"meta":{"query_hash":"f6b724d21246","filters":{"venue":"BMC Medical Physics"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/f6b724d21246","api":"https://metacan.xera.ac/api/v1/cohort?venue=BMC+Medical+Physics"},"results":[{"id":"W1996919939","doi":"10.1186/1756-6649-12-1","title":"Navigator channel adaptation to reconstruct three dimensional heart volumes from two dimensional radiotherapy planning data","year":2012,"lang":"en","type":"article","venue":"BMC Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"Cancer Care Ontario","keywords":"Adaptation (eye); Channel (broadcasting); Computer science; Radiation therapy; Medicine; Psychology; Radiology; Neuroscience; Telecommunications","score_opus":0.05142643744170565,"score_gpt":0.33683257800452177,"score_spread":0.2854061405628161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996919939","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24438405,0.00074001617,0.7532897,0.0002103119,0.00062803645,0.00029213136,0.00027234294,0.00013393708,0.000049471862],"genre_scores_gemma":[0.6694502,0.0000027651963,0.32094887,0.0011582334,0.007226569,0.000050460698,0.0010452336,0.00008412296,0.000033516553],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978408,0.00009638771,0.00034546782,0.0004913564,0.000738486,0.00048748552],"domain_scores_gemma":[0.9980463,0.00053862063,0.0001295474,0.00069647434,0.000053549134,0.0005355095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032281494,0.00028522,0.00038707888,0.000034202116,0.00016412904,0.000027929047,0.00047195793,0.00007865601,0.00073974486],"category_scores_gemma":[0.00004116379,0.000259824,0.00009787821,0.00016610416,0.00012983382,0.0005441873,0.00018936631,0.0003393152,0.00003239613],"study_design_candidate":"simulation_or_modeling","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":[0.00048505838,0.0010407158,0.49765444,0.000038346225,0.0007452433,0.0000068540085,0.0019137404,0.014493924,0.0069886786,0.007706065,0.04259658,0.42633036],"study_design_scores_gemma":[0.00500698,0.00027555268,0.01692399,0.0010056221,0.00012920404,0.000019754489,0.00020171361,0.8914362,0.0067891395,0.04994297,0.026054472,0.0022144066],"about_ca_topic_score_codex":0.00037749056,"about_ca_topic_score_gemma":0.00000988033,"teacher_disagreement_score":0.8769423,"about_ca_system_score_codex":0.000055959295,"about_ca_system_score_gemma":0.00025261598,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W2024130539","doi":"10.1186/1756-6649-14-3","title":"Microwave open-ended coaxial dielectric probe: interpretation of the sensing volume re-visited","year":2014,"lang":"en","type":"article","venue":"BMC Medical Physics","topic":"Microwave Imaging and Scattering Analysis","field":"Engineering","cited_by":91,"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 Calgary","funders":"National Physical Laboratory","keywords":"Interpretation (philosophy); Microwave; Volume (thermodynamics); Dielectric; Coaxial; Materials science; Acoustics; Optics; Optoelectronics; Electrical engineering; Telecommunications; Computer science; Physics; Engineering; Thermodynamics","score_opus":0.010092967427147895,"score_gpt":0.23041822955567634,"score_spread":0.22032526212852843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024130539","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09151292,0.00003836812,0.90509224,0.00011987866,0.00032856953,0.00012018625,0.000002301298,0.00009618909,0.0026893378],"genre_scores_gemma":[0.99672186,0.0000045329884,0.0027181748,0.0001501707,0.00020075894,0.0000023236341,0.000015552208,0.000025520798,0.00016109273],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988659,0.0001415379,0.0002942867,0.00017493559,0.00031609408,0.00020721492],"domain_scores_gemma":[0.9992946,0.00014684239,0.000077525554,0.00034493313,0.00005474383,0.000081367885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036134908,0.00013580728,0.00026566515,0.000037302027,0.00006103688,0.000051064137,0.00038996188,0.00007159365,0.000021253449],"category_scores_gemma":[0.00033494382,0.00010645337,0.000119626755,0.0003842415,0.00008279795,0.00006804397,0.000121081626,0.00025893073,0.000026182452],"study_design_candidate":"simulation_or_modeling","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":[0.00009065725,0.00023295521,0.004989506,0.0012474008,0.00048978964,0.0000052253913,0.002671937,0.024501795,0.42220494,0.0008099368,0.03323618,0.5095197],"study_design_scores_gemma":[0.0003161983,0.000016923552,0.00067075645,0.00018884773,0.00006112948,0.0000041793946,0.00001609476,0.9727221,0.024307536,0.0012248224,0.00032298252,0.00014844313],"about_ca_topic_score_codex":0.00004460909,"about_ca_topic_score_gemma":0.000061045605,"teacher_disagreement_score":0.9482203,"about_ca_system_score_codex":0.000041344272,"about_ca_system_score_gemma":0.00005649432,"threshold_uncertainty_score":0.43410426},"labels":[],"label_agreement":null}]}