{"id":"W2004884456","doi":"10.1503/cmaj.109-4977","title":"Lessons from health research luminaries","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Public relations; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09897746,0.0009923833,0.001933779,0.002775474,0.0147343,0.02680271,0.00408773,0.01793503,0.0211699],"category_scores_gemma":[0.1321691,0.0007519023,0.001284864,0.003075202,0.03752638,0.02062512,0.01383396,0.03348382,0.004058314],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0307319,"about_ca_system_score_gemma":0.0967133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1053886,"about_ca_topic_score_gemma":0.164956,"domain_scores_codex":[0.9498728,0.02542351,0.001330691,0.003512071,0.01049051,0.009370334],"domain_scores_gemma":[0.785468,0.1103144,0.004159083,0.008088848,0.03051992,0.06144983],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002333141,0.0001577954,0.002029946,0.0006779071,0.0001052396,0.0004227574,0.01090997,0.0002781258,0.000131358,0.2719045,0.6595052,0.05364382],"study_design_scores_gemma":[0.0002361992,0.0001022855,0.002417014,0.002533474,0.00005596847,0.0001738652,0.02289523,0.0001630393,0.0002075105,0.2071749,0.7639429,0.0000976224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008973681,0.0111103,0.0002895669,0.9739341,0.003619937,0.0000114075,0.00005097501,0.00002431869,0.01006207],"genre_scores_gemma":[0.1095304,0.02709783,0.001854483,0.8347241,0.01129676,0.0001430722,0.0001194306,0.0001425713,0.01509146],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9692681,"threshold_uncertainty_score":0.5234491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3862594017835462,"score_gpt":0.5237673565853898,"score_spread":0.1375079548018436,"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."}}