{"id":"W2065766764","doi":"10.1007/s10826-012-9694-x","title":"Training and Maintaining System-Wide Reliability in Outcome Management","year":2012,"lang":"en","type":"article","venue":"Journal of Child and Family Studies","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Laurentian University; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Reliability (semiconductor); Certification; Scale (ratio); Training (meteorology); Outcome (game theory); Psychology; Operations management; Applied psychology; Medical education; Computer science; Process management; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3563179,0.00074966,0.001346609,0.00376013,0.002451753,0.002839735,0.001775071,0.001170084,0.000863477],"category_scores_gemma":[0.3661356,0.001179368,0.001463436,0.003287534,0.003579739,0.002989914,0.004383818,0.002131949,0.0005198633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003446585,"about_ca_system_score_gemma":0.008511074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005917983,"about_ca_topic_score_gemma":0.009945086,"domain_scores_codex":[0.682255,0.2493404,0.0211469,0.01245584,0.03089149,0.003910417],"domain_scores_gemma":[0.4718258,0.3243328,0.03663997,0.06862152,0.09520563,0.003374264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000597277,0.0008645328,0.7410213,0.001021364,0.0007696356,0.0001194989,0.0249346,0.003985648,0.003237081,0.00373314,0.004339972,0.2153759],"study_design_scores_gemma":[0.0001877719,0.002240368,0.9581072,0.0008717871,0.0003439654,0.0002848744,0.003343445,0.01595329,0.00467706,0.003934371,0.009921029,0.0001347966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7480857,0.001271909,0.2152528,0.002727088,0.0005192869,0.008773332,0.0005456218,0.0006330971,0.02219114],"genre_scores_gemma":[0.9063331,0.0001941024,0.08723138,0.0002807797,0.0001382502,0.00481556,0.0003256805,0.000100483,0.0005806694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3563179,"threshold_uncertainty_score":0.7937747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05818647067539862,"score_gpt":0.3270909478545865,"score_spread":0.2689044771791879,"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."}}