{"id":"W2399956818","doi":"10.2310/8000.2012.110465","title":"A change in perspective","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Perspective (graphical); Medicine; Action (physics); Artificial intelligence; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01882384,0.001087889,0.001498098,0.003501009,0.009431843,0.01734418,0.003609005,0.02122588,0.02913699],"category_scores_gemma":[0.03595997,0.0004947754,0.00123686,0.003550833,0.02385113,0.01819785,0.009098862,0.04050374,0.005476352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02596059,"about_ca_system_score_gemma":0.05009582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07784149,"about_ca_topic_score_gemma":0.1398418,"domain_scores_codex":[0.9823048,0.004945713,0.0009075238,0.002426784,0.00620379,0.003211285],"domain_scores_gemma":[0.9581934,0.009952428,0.001331143,0.001621737,0.01141815,0.01748323],"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":[0.00003957792,0.00005034151,0.0005348303,0.0002110972,0.000023465,0.0002454342,0.003984425,0.00006532019,0.0001389797,0.221678,0.7436858,0.02934268],"study_design_scores_gemma":[0.00001846878,0.0000173348,0.0006884075,0.0004259073,0.00001040636,0.0001652295,0.005174499,0.00003671037,0.00004723168,0.03513602,0.958249,0.00003087576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005111799,0.007484492,0.0002464296,0.9446437,0.03782273,0.000003632003,0.00005831146,0.00001539775,0.009214132],"genre_scores_gemma":[0.03907738,0.01603082,0.00090417,0.8763046,0.04079516,0.00002427911,0.0001230523,0.0001080469,0.02663252],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07784149,"threshold_uncertainty_score":0.1883581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3110011449617556,"score_gpt":0.5237375541735154,"score_spread":0.2127364092117598,"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."}}