{"id":"W2011165937","doi":"10.1503/cmaj.109-4746","title":"PEI asks residents how to improve health","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Environmental health; Medicine; Gerontology; Nursing","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":[0.003941481,0.0004388813,0.0004019653,0.0004118186,0.006642981,0.002569697,0.0008422208,0.006957395,0.04549218],"category_scores_gemma":[0.01582573,0.0003444814,0.0005820809,0.0004367997,0.002248287,0.002292849,0.002883736,0.006602317,0.007327834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003878223,"about_ca_system_score_gemma":0.0249055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1127829,"about_ca_topic_score_gemma":0.2650977,"domain_scores_codex":[0.9981578,0.0004428709,0.00008903454,0.0001354694,0.0005182056,0.0006566094],"domain_scores_gemma":[0.9850082,0.002668969,0.0004044046,0.0005015267,0.004138238,0.007278693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002306885,0.0001171274,0.005833523,0.00004201245,0.00000874214,0.0002481231,0.0008285485,0.00005758978,0.0001599184,0.001593528,0.960288,0.03079968],"study_design_scores_gemma":[0.00004611706,0.0001497712,0.01504743,0.0001790064,0.00001729137,0.0002314419,0.009336467,0.0001733598,0.0003382039,0.002037785,0.9723883,0.00005477226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01057496,0.0006929565,0.0005418679,0.9265186,0.004283645,0.00008823002,0.0004337424,0.0003397876,0.05652616],"genre_scores_gemma":[0.08983481,0.003217264,0.006721299,0.6120971,0.003298862,0.0002474129,0.0005792947,0.0002104351,0.2837935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.887217,"threshold_uncertainty_score":0.2242529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392866776478747,"score_gpt":0.2787033189544975,"score_spread":0.26477465118971,"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."}}