{"id":"W4411618349","doi":"10.51847/1pahufksce","title":"10.51847/1PAHuFkSCE","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Clinical governance; Human resources; Business; Medicine; Process management; Intensive care medicine; Political science; Management; Economics; Health care; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"venue_new","weight":2684.24666666667,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"medium","reason":"Study of clinical governance implementation in healthcare organizations; the object is healthcare quality management, not research practice."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"It studies staff empowerment and clinical governance in hospitals, not research itself."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Hospital HR empowerment and clinical governance; healthcare management, not metaresearch."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001059674,0.001095529,0.0007720643,0.002084367,0.00108638,0.00436008,0.001253695,0.002127627,0.9142464],"category_scores_gemma":[0.002335452,0.0002842268,0.000521521,0.00217511,0.0008743015,0.001972118,0.002998232,0.001384979,0.8915465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009125168,"about_ca_system_score_gemma":0.001161924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124114,"about_ca_topic_score_gemma":0.0007934795,"domain_scores_codex":[0.9990282,0.0001462593,0.00008657295,0.0002765132,0.0003194098,0.0001430462],"domain_scores_gemma":[0.9984309,0.0003598365,0.000129392,0.0002595456,0.000422361,0.0003979006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002189935,0.0003091386,0.0021742,0.0008087363,0.0000203351,0.0006798918,0.0002507375,0.0003119007,0.002624656,0.008406512,0.1943499,0.789845],"study_design_scores_gemma":[0.00002525558,0.00006445777,0.001725292,0.0003962034,0.00001116256,0.000948016,0.0002363526,0.0004510208,0.0007863212,0.001967956,0.9933651,0.00002287327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004404912,0.001755995,0.004788601,0.001867555,0.00161445,0.0002130301,0.001836663,0.002336085,0.9811826],"genre_scores_gemma":[0.0178226,0.001476389,0.004667533,0.0009136254,0.000300445,0.000222375,0.002115972,0.0006700671,0.9718109],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08575362,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349315586318554,"score_gpt":0.274044680359082,"score_spread":0.2605515244958965,"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."}}