{"id":"W2896569055","doi":"10.1097/md.0000000000012714","title":"Analysis of the behavior change mechanism of township hospital health workers in Hubei Province, China","year":2018,"lang":"en","type":"article","venue":"Medicine","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Medicine; Intervention (counseling); Test (biology); China; Norm (philosophy); Environmental health; Significant difference; Health services; Nursing; Population","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":[0.001044472,0.0003444132,0.0002615148,0.001300443,0.0007201699,0.0005161596,0.0004651778,0.0003013846,0.001173231],"category_scores_gemma":[0.001941134,0.0001855551,0.0005760127,0.001133212,0.0002957546,0.0002991137,0.0004693473,0.0003216008,0.00009645947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00206312,"about_ca_system_score_gemma":0.002445947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09218394,"about_ca_topic_score_gemma":0.09939967,"domain_scores_codex":[0.9992985,0.0001544037,0.00004236286,0.0001374039,0.0001599627,0.00020729],"domain_scores_gemma":[0.9990116,0.0001648587,0.0002729959,0.00006767764,0.0002701084,0.0002128031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000592526,0.0001581215,0.9834547,0.00003935989,0.00007028948,0.0001051136,0.00211481,0.0001990902,0.0006342128,0.0000719038,0.0001790665,0.01291404],"study_design_scores_gemma":[0.000003425333,0.00004211531,0.9980229,0.000005608037,0.0000173456,0.00001345083,0.001093067,0.0005535792,0.00008082065,0.00001914196,0.0001453655,0.000003249573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999185,0.00007229891,0.0002117171,0.00008221273,0.000003569714,0.00002519317,0.00006627161,0.000006458544,0.0003471578],"genre_scores_gemma":[0.9992809,0.00005193225,0.0001681598,0.00002375982,0.000002734048,0.00002308186,0.0001177413,0.000001113101,0.0003305307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09218394,"threshold_uncertainty_score":0.1832948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08246460709500684,"score_gpt":0.4191550260604187,"score_spread":0.3366904189654119,"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."}}