{"id":"W2414037292","doi":"10.7748/mhp.12.10.36.s22","title":"‘Quality isn’t free’","year":2009,"lang":"en","type":"article","venue":"Mental Health Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"General partnership; Nursing; Executive director; Quality (philosophy); Foundation (evidence); Mental health; Management; Psychology; Medicine; Public relations; Political science; Psychiatry; 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":[0.02751026,0.0008318155,0.001162551,0.001196467,0.006535118,0.0157621,0.002543018,0.00889997,0.04517899],"category_scores_gemma":[0.0910804,0.0007201394,0.001029286,0.001529429,0.02699734,0.02423431,0.01155888,0.02511185,0.01384614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007847932,"about_ca_system_score_gemma":0.01230714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302901,"about_ca_topic_score_gemma":0.01612922,"domain_scores_codex":[0.9430898,0.01669157,0.001988493,0.004413341,0.02916441,0.004652356],"domain_scores_gemma":[0.9249502,0.01836923,0.004453349,0.01123245,0.02402386,0.01697078],"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":[0.0000361303,0.00004696528,0.0007259686,0.0003173724,0.00004170141,0.00009105499,0.002772144,0.00008117937,0.0002171184,0.1259412,0.8076518,0.06207734],"study_design_scores_gemma":[0.00001751645,0.00003647946,0.000545094,0.0004063154,0.00001013004,0.0001395832,0.00127929,0.00004084353,0.000110134,0.02863118,0.9687576,0.00002576733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001280355,0.01018163,0.004777991,0.8118194,0.03015294,0.00003517906,0.0001050551,0.0003164007,0.1413311],"genre_scores_gemma":[0.07706577,0.008703181,0.004529694,0.7542183,0.01039786,0.0001219471,0.0002395719,0.0008242744,0.1438994],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04517899,"threshold_uncertainty_score":0.1511387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173017573843471,"score_gpt":0.573297361811841,"score_spread":0.4559956044274939,"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."}}