{"id":"W4232754810","doi":"10.12927/hcpol.2007.19393","title":"Turning the Tide on Chronic Disease: How a Province Is Using Evidence to Build Quality Improvement Capacity","year":2007,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Medicine; Business; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004155904,0.0003922315,0.0005425561,0.0003020069,0.002499026,0.0000402773,0.0005797418,0.0002385759,0.00007451149],"category_scores_gemma":[0.002258889,0.0002885547,0.0001708381,0.0007274645,0.0001024999,0.0002496257,0.0003763462,0.001578035,0.0001857899],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0102296,"about_ca_system_score_gemma":0.01440864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07609846,"about_ca_topic_score_gemma":0.0236605,"domain_scores_codex":[0.9940979,0.001057729,0.00106138,0.0007408152,0.0009002619,0.002141888],"domain_scores_gemma":[0.9942437,0.002084777,0.000589674,0.001360481,0.0003991692,0.001322214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002850724,0.0003660947,0.3248976,0.03167311,0.0001577478,0.0001044898,0.03977721,0.00008962228,0.009116354,0.08307316,0.1502005,0.3576934],"study_design_scores_gemma":[0.001259593,0.001416727,0.6563744,0.004305173,0.00005878595,0.000005467895,0.002740035,0.000137115,0.0008098247,0.002092025,0.3297271,0.001073743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4916257,0.001831281,0.0009994692,0.5001525,0.0008353144,0.003451941,0.0001996585,0.0002006322,0.0007035413],"genre_scores_gemma":[0.7432338,0.0002503626,0.0003783624,0.2516357,0.002745665,0.0001621315,0.000007162815,0.00004982159,0.00153699],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3566197,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2280058126792396,"score_gpt":0.5329986967551091,"score_spread":0.3049928840758695,"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."}}