{"id":"W2141896317","doi":"10.12927/hcq.2011.22151","title":"Don't Tinker, Transform: Launching a Primary Healthcare Revolution","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Foundation for Healthcare Improvement","funders":"","keywords":"Tinker; Health care; Primary care; Primary health care; Best practice; Health administration; Medicine; Management; Political science; Family medicine; Sociology; Economics; Law","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":[0.01961397,0.000534059,0.0008959686,0.001267158,0.00678565,0.01161889,0.001727549,0.02512887,0.02226448],"category_scores_gemma":[0.05280195,0.0004860316,0.0008026693,0.001291435,0.01778285,0.01352965,0.007335219,0.02631273,0.004775759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007362382,"about_ca_system_score_gemma":0.02440905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009710398,"about_ca_topic_score_gemma":0.01669373,"domain_scores_codex":[0.9854847,0.006520022,0.0003821014,0.0008886369,0.004115498,0.002608958],"domain_scores_gemma":[0.9454682,0.02062351,0.002078814,0.002662307,0.006311096,0.02285602],"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":[0.00009498855,0.0002428789,0.002414635,0.0001453339,0.00002191451,0.0002499109,0.003602813,0.0000784002,0.0002479554,0.09641059,0.8502605,0.04623004],"study_design_scores_gemma":[0.0001450596,0.0001420021,0.007028762,0.000649925,0.00001905838,0.0003012579,0.008963791,0.0001574771,0.0001591293,0.07277456,0.9096095,0.00004945394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001658874,0.002577558,0.0002300638,0.9848471,0.005227825,0.000003544017,0.00002037726,0.00002805374,0.005406494],"genre_scores_gemma":[0.08372161,0.004620579,0.0009175476,0.8750806,0.01932642,0.0000534253,0.00005320062,0.0001105207,0.01611619],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02512887,"threshold_uncertainty_score":0.1037298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07801058916739728,"score_gpt":0.3792038081486438,"score_spread":0.3011932189812465,"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."}}