{"id":"W2018646063","doi":"10.1503/cmaj.081029","title":"Incoming CMA president impatient for reform","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Computer science; Call to action; Medicine; Operations research; Political science; Business; Mathematics; Advertising; Physics","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":[0.01330779,0.0006286115,0.0007847931,0.001068541,0.01684401,0.01427743,0.001572212,0.02092738,0.05098968],"category_scores_gemma":[0.06025508,0.0004969792,0.001045328,0.001310407,0.003922423,0.005495296,0.004230324,0.02889629,0.01498549],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01782992,"about_ca_system_score_gemma":0.06478973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1139449,"about_ca_topic_score_gemma":0.1710302,"domain_scores_codex":[0.9794118,0.002602886,0.0004878278,0.001122368,0.0110748,0.005300381],"domain_scores_gemma":[0.9520583,0.003784899,0.001321321,0.001745918,0.02089393,0.02019574],"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":[0.000005798813,0.00001266378,0.0001670162,0.00001060233,0.000002300659,0.00004704626,0.00007598224,0.000008808292,0.00004406948,0.005746073,0.9905561,0.003323658],"study_design_scores_gemma":[0.00001209201,0.0000130216,0.0006988957,0.00006332482,0.000004925,0.00006270871,0.0002541893,0.00005392703,0.0000714161,0.001244568,0.9975068,0.00001408454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006039497,0.001467452,0.0001627409,0.9429938,0.0216803,0.00002789957,0.00007050925,0.0000625707,0.03293075],"genre_scores_gemma":[0.01680348,0.001938389,0.0007574955,0.8072882,0.01133073,0.0000794983,0.0001722318,0.0001087994,0.1615211],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9821701,"threshold_uncertainty_score":0.2265635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07658380254036071,"score_gpt":0.4191526877440749,"score_spread":0.3425688852037142,"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."}}