{"id":"W2410321457","doi":"10.1503/cmaj.150735","title":"Medicine by design","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World War II; First world war; History; Business; Ancient history; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010888,0.0008594627,0.0009381187,0.001552201,0.00215779,0.008965253,0.001743429,0.002519144,0.2575292],"category_scores_gemma":[0.03310855,0.0003938145,0.0009950972,0.001344708,0.003638995,0.004142921,0.00449967,0.002557308,0.104109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003088079,"about_ca_system_score_gemma":0.008745215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438845,"about_ca_topic_score_gemma":0.001988385,"domain_scores_codex":[0.9888348,0.006312824,0.0006494891,0.001017964,0.002497482,0.000687425],"domain_scores_gemma":[0.9819788,0.005634111,0.0008009545,0.003858653,0.004960006,0.002767559],"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":[0.0001682405,0.00006743988,0.0004690425,0.001017825,0.00003308072,0.00005289909,0.0007170792,0.0002224619,0.0003153763,0.2115618,0.5908107,0.1945641],"study_design_scores_gemma":[0.00005207416,0.00006045399,0.0001931387,0.0003134765,0.00001230863,0.00008724457,0.000190529,0.0001087866,0.000136645,0.02220656,0.9766282,0.00001055376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002062612,0.008370335,0.1159089,0.06804883,0.02816184,0.002950723,0.003866502,0.004770699,0.7658597],"genre_scores_gemma":[0.08766304,0.01215547,0.148628,0.04921781,0.008815761,0.009302215,0.003422906,0.003226392,0.6775685],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2575292,"threshold_uncertainty_score":0.8615209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116271191725044,"score_gpt":0.4894088752565928,"score_spread":0.3731376835315488,"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."}}