{"id":"W4366334545","doi":"10.46747/cfp.6904e74","title":"Cours accéléré sur le cancer du poumon","year":2023,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003659908,0.0004534931,0.0006829205,0.0005462936,0.0005712138,0.0001020523,0.000449605,0.0002038466,0.00005595097],"category_scores_gemma":[0.00008577071,0.0005104506,0.0002381104,0.001916294,0.0005730467,0.0002982031,0.0001261092,0.0006394875,0.003509295],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00377408,"about_ca_system_score_gemma":0.01113728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5900629,"about_ca_topic_score_gemma":0.3425944,"domain_scores_codex":[0.9957275,0.0001225992,0.0003298957,0.0006911353,0.0006597594,0.002469129],"domain_scores_gemma":[0.9969384,0.0001665523,0.00008913577,0.0006630228,0.000410426,0.001732451],"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":[0.00002835075,0.00006376379,0.004827722,0.0003802561,0.0005287423,0.001048365,0.0006514611,0.000163052,0.001516717,0.001780935,0.873816,0.1151947],"study_design_scores_gemma":[0.001468424,0.0001413408,0.1441893,0.001146044,0.000190989,0.000001481245,0.004229786,0.001116244,0.0003307136,0.0003267817,0.8463508,0.0005081357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2632569,0.1657963,0.000006348575,0.2046737,0.01480831,0.002121656,0.003187455,0.0004652679,0.3456841],"genre_scores_gemma":[0.7810906,0.0208303,0.00001508128,0.1199296,0.01142009,0.0004265287,0.0002597504,0.0002927835,0.06573532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5178337,"threshold_uncertainty_score":0.9997347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483320472770382,"score_gpt":0.3144413035088692,"score_spread":0.2696080987811654,"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."}}