{"id":"W2417167217","doi":"10.1097/acm.0000000000000315","title":"AM Last Page","year":2014,"lang":"en","type":"article","venue":"Academic Medicine","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"MEDLINE; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005179489,0.001252853,0.001114099,0.002750469,0.002139198,0.004737306,0.001603533,0.001888035,0.9630141],"category_scores_gemma":[0.006396734,0.0006053547,0.001512564,0.00157654,0.0004116669,0.00205712,0.001753176,0.002775868,0.9202456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001316042,"about_ca_system_score_gemma":0.001638274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007682615,"about_ca_topic_score_gemma":0.01015957,"domain_scores_codex":[0.9995696,0.00004378872,0.00001686239,0.00006869592,0.0002075284,0.00009336544],"domain_scores_gemma":[0.9970942,0.000510957,0.00007547743,0.0002979289,0.001482587,0.0005388492],"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":[0.00002243097,0.00001846635,0.00003707006,0.00004764299,0.000001719726,0.000008912124,0.000006602931,0.00001544159,0.0000646541,0.0004222173,0.9896274,0.009727498],"study_design_scores_gemma":[0.00004259308,0.00001280214,0.000377668,0.0001379621,0.000007082881,0.0000352018,0.00004242715,0.00006240136,0.0002484346,0.0009757669,0.9980491,0.000008453477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003379346,0.0003313725,0.0008151666,0.002227825,0.01156283,0.0002213596,0.02301193,0.003758663,0.9577329],"genre_scores_gemma":[0.001486231,0.0002528132,0.0008587728,0.001158942,0.0009119623,0.0001145549,0.0115526,0.002056212,0.981608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03698587,"threshold_uncertainty_score":0.05275577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877896438351881,"score_gpt":0.3134535719000588,"score_spread":0.28467460751654,"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."}}