{"id":"W4384283475","doi":"10.46747/cfp.6907e149","title":"Démystifier le cancer du sein","year":2023,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Gynecology; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.00007524947,0.0003539843,0.0002841309,0.0001252769,0.0003899751,0.00005128371,0.0002602156,0.0002335898,0.00001093054],"category_scores_gemma":[0.00001115213,0.0004260147,0.0001762193,0.0005247534,0.0002801594,0.00001112729,0.00009349695,0.0001385775,0.0006467046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382951,"about_ca_system_score_gemma":0.001965486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1914928,"about_ca_topic_score_gemma":0.1700316,"domain_scores_codex":[0.9980423,0.00006772873,0.0001879828,0.0005966551,0.0001325336,0.0009728037],"domain_scores_gemma":[0.9988505,0.00001597122,0.00006470944,0.0004550381,0.0001285015,0.0004852874],"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":[0.00002288749,0.00006222427,0.001458783,0.00007144021,0.000638617,0.0001769102,0.0002028649,0.000335593,0.009935826,0.00158871,0.8317279,0.1537782],"study_design_scores_gemma":[0.000609227,0.00004566567,0.03271563,0.0001021134,0.0001005298,0.000001701747,0.0008404647,0.0001275939,0.002852434,0.0002191047,0.9619057,0.0004798806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3628403,0.1760707,0.0001078533,0.09955164,0.01342918,0.00114898,0.008467674,0.000199931,0.3381839],"genre_scores_gemma":[0.9036536,0.004553944,0.00003430068,0.0662142,0.004114147,0.0002261653,0.0007468602,0.0001320215,0.02032473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5408134,"threshold_uncertainty_score":0.9998192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708931160346654,"score_gpt":0.2429961784587133,"score_spread":0.2259068668552467,"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."}}