{"id":"W3001286902","doi":"10.1503/cmaj.1095844","title":"Health stories that mattered in 2019","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Looming; Action (physics); Political science; Public relations; Medicine; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008525563,0.0006942443,0.0006673647,0.001286696,0.02675533,0.01492785,0.001752878,0.01874786,0.02621137],"category_scores_gemma":[0.02827564,0.0005048239,0.0008215953,0.001295737,0.01456391,0.00705067,0.006251751,0.02668152,0.004127905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03784251,"about_ca_system_score_gemma":0.05515784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.584092,"about_ca_topic_score_gemma":0.6765336,"domain_scores_codex":[0.9907342,0.001564682,0.0001892037,0.000347996,0.002142322,0.00502161],"domain_scores_gemma":[0.9823254,0.004156179,0.000575458,0.0003347477,0.004145124,0.008463175],"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":[0.0000841985,0.00003284813,0.001485803,0.0001033932,0.00001873032,0.000663817,0.009635068,0.00004256418,0.0001505221,0.02519006,0.9508107,0.01178227],"study_design_scores_gemma":[0.00003148984,0.00003012414,0.003681252,0.00037926,0.00001985729,0.0002316279,0.02562239,0.00005594154,0.0001818824,0.006605186,0.9630823,0.00007890804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004368472,0.004494165,0.00007615994,0.9462644,0.01235457,0.00002100267,0.0004877945,0.00004078998,0.03189264],"genre_scores_gemma":[0.1009428,0.004295611,0.0001236402,0.847965,0.007853998,0.00003773174,0.0004797201,0.0001088719,0.03819264],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.584092,"threshold_uncertainty_score":0.8367148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06049384066006824,"score_gpt":0.4245476075774327,"score_spread":0.3640537669173644,"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."}}