{"id":"W2400248107","doi":"10.1016/j.carj.2015.11.001","title":"Frequency and Determinants of a Short-Interval Follow-up Recommendation after an Abnormal Screening Mammogram","year":2016,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval; Institut National de Santé Publique du Québec","funders":"","keywords":"Medicine; Obstetrics; Family medicine; Radiology; Medical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002053832,0.0001473954,0.0002119646,0.001187285,0.0006393532,0.000683294,0.001156693,0.0008702538,0.00298446],"category_scores_gemma":[0.02529424,0.0001802927,0.0003215349,0.001172571,0.0003429122,0.0003827692,0.0004188064,0.0007901622,0.0002071277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071524,"about_ca_system_score_gemma":0.004213281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4442812,"about_ca_topic_score_gemma":0.5554837,"domain_scores_codex":[0.9976236,0.000535176,0.0002240722,0.0002730538,0.001020567,0.0003234847],"domain_scores_gemma":[0.9781154,0.005331715,0.01107493,0.0006952899,0.002726373,0.002056378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005309866,0.00002752955,0.9940736,0.00003303615,0.00002466982,0.00008790279,0.0001404336,0.00006557178,0.00008014088,0.00002311745,0.0007097983,0.004681023],"study_design_scores_gemma":[0.000003184022,0.0000308779,0.9986339,0.00005080239,0.00001496549,0.0002085194,0.0002741315,0.00034363,0.00004750185,0.00001109031,0.0003760256,0.000005267755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920739,0.001997476,0.0003163978,0.002459691,0.00003466661,0.00004931734,0.0009550789,0.00003618079,0.00207737],"genre_scores_gemma":[0.9984975,0.0003767878,0.0003674771,0.0001489915,0.00002120264,0.000008443848,0.0003116633,0.000004549497,0.0002634627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4442812,"threshold_uncertainty_score":0.8833904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05135328549179712,"score_gpt":0.3208654142058913,"score_spread":0.2695121287140942,"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."}}