{"id":"W3203491237","doi":"10.18192/uojm.v11is3.6079","title":"Conference Proceedings: Faculty of Medicine Research Day","year":2021,"lang":"fr","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Medicine; Library science; Traditional medicine; Computer science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004317082,0.0003014244,0.001717689,0.0007959967,0.0001471063,0.000004051243,0.0006713676,0.000269918,0.007387934],"category_scores_gemma":[0.003061833,0.0002645884,0.00019982,0.001378876,0.006634661,0.0004107474,0.0001801727,0.001393964,0.00001179147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004982753,"about_ca_system_score_gemma":0.001533951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005199537,"about_ca_topic_score_gemma":0.00006173191,"domain_scores_codex":[0.9952787,0.0003296244,0.001111785,0.0003405527,0.002331865,0.0006075369],"domain_scores_gemma":[0.9861672,0.0006554344,0.00151619,0.0003312068,0.01070408,0.000625915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003873669,0.001949913,0.03905531,0.007624299,0.004075386,0.007872351,0.1031131,0.00008316895,0.2569479,0.06409021,0.2770298,0.2342849],"study_design_scores_gemma":[0.02538356,0.006073424,0.02249726,0.03412564,0.001438538,0.002806161,0.178716,0.0001196956,0.01364788,0.00290855,0.7120054,0.0002778945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1639069,0.2003402,0.01400319,0.5359315,0.006230848,0.0008887377,0.0001857647,0.00003752785,0.07847536],"genre_scores_gemma":[0.9540599,0.010638,0.004933542,0.0003191095,0.003847811,1.237661e-7,0.00002191697,0.00004241139,0.02613718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.790153,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0830772872893975,"score_gpt":0.3578980155445593,"score_spread":0.2748207282551618,"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."}}