{"id":"W2592135388","doi":"10.1503/cmaj.732504","title":"Ideology versus reality","year":2017,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Primary care; Primary health care; Medicine; Health care; Nursing; Computer science; Family medicine; Political science; Law; Politics","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":[0.0087449,0.0008521171,0.001480681,0.001106331,0.005870201,0.01105192,0.002422426,0.02751632,0.007566843],"category_scores_gemma":[0.04500297,0.000454857,0.0007244549,0.0009805205,0.01591162,0.009752337,0.003685179,0.04554174,0.003867377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00833678,"about_ca_system_score_gemma":0.006826667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005674354,"about_ca_topic_score_gemma":0.009155,"domain_scores_codex":[0.9898023,0.00400828,0.0005205525,0.001075879,0.003325206,0.00126783],"domain_scores_gemma":[0.9711672,0.02104571,0.00130154,0.000703495,0.003588527,0.002193652],"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":[0.00001430352,0.000006303007,0.00003882932,0.00005455358,0.000004692354,0.0001214037,0.0004035699,0.00001227118,0.0000173624,0.02732799,0.9677333,0.004265462],"study_design_scores_gemma":[0.00002183549,0.00001035378,0.0001595815,0.0005535492,0.000006511214,0.0001765322,0.0006474269,0.00006623853,0.00003288813,0.0291549,0.9691524,0.00001786093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009312437,0.006614449,0.00004984094,0.9215294,0.06768139,0.000001637852,0.00001094382,0.000007498479,0.004011726],"genre_scores_gemma":[0.008676678,0.00642602,0.00009414358,0.7190963,0.2591339,0.00001414935,0.00001606762,0.00003807977,0.006504568],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02751632,"threshold_uncertainty_score":0.06048787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704685070980129,"score_gpt":0.2949778065452576,"score_spread":0.2245092994472447,"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."}}