{"id":"W3212444597","doi":"10.46747/cfp.6711823","title":"ABC du dépistage du cancer du poumon","year":2021,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Humanities; Philosophy","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":[0.0001237171,0.0005424008,0.0007353456,0.0001558488,0.0004219122,0.0001469597,0.000222131,0.0002414206,0.0004876704],"category_scores_gemma":[0.00002505334,0.0005962451,0.0003669483,0.0006417552,0.0002312006,0.0002028469,0.00005292597,0.0003628925,0.001232095],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006504734,"about_ca_system_score_gemma":0.006083265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2969006,"about_ca_topic_score_gemma":0.2804943,"domain_scores_codex":[0.9968747,0.0001253731,0.000401775,0.0008410041,0.0003733835,0.00138375],"domain_scores_gemma":[0.9968755,0.0001045181,0.0001277889,0.0007740645,0.0003735936,0.001744584],"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":[0.00003309589,0.0007481363,0.06867512,0.0005330461,0.001281,0.01160275,0.0008855651,0.000113084,0.0006846971,0.01256285,0.731839,0.1710417],"study_design_scores_gemma":[0.001961038,0.0001532696,0.1635566,0.00168305,0.0008470519,0.00001295515,0.00108818,0.000241987,0.001007484,0.000197397,0.8287141,0.0005369229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2170666,0.2504273,0.00002165432,0.1189171,0.01697364,0.001036827,0.002931744,0.0001075156,0.3925175],"genre_scores_gemma":[0.753482,0.02082117,0.00004875437,0.2047734,0.01065072,0.0002156634,0.0003609977,0.0001472771,0.009500036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5364153,"threshold_uncertainty_score":0.9996489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389417518413791,"score_gpt":0.2493270795799923,"score_spread":0.2354329043958543,"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."}}