{"id":"W2092048968","doi":"10.1097/gox.0000000000000197","title":"Psychometrics","year":2014,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University Health Network; University of Toronto; SickKids Foundation; William Osler Health System; Hospital for Sick Children","funders":"","keywords":"Set (abstract data type); Outcome (game theory); Nothing; Psychology; Quality (philosophy); Intervention (counseling); External validity; Psychometrics; Internal validity; Computer science; Medicine; Epistemology; Social psychology; Clinical psychology; Psychiatry; Mathematics","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":[0.08194885,0.001453271,0.001822027,0.007032396,0.002194781,0.007375032,0.002246902,0.00368667,0.02567979],"category_scores_gemma":[0.3699403,0.0006756323,0.00168958,0.008742872,0.006201895,0.007331574,0.005038962,0.009684429,0.01214013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00600778,"about_ca_system_score_gemma":0.01176407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003193759,"about_ca_topic_score_gemma":0.002142596,"domain_scores_codex":[0.9435755,0.02595174,0.006722458,0.003795607,0.0182883,0.001666417],"domain_scores_gemma":[0.7368363,0.1359231,0.01634139,0.01934373,0.08173588,0.009819536],"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":[0.0001288427,0.00009654698,0.01056492,0.001426777,0.0001353236,0.0001239818,0.001469571,0.0002407873,0.000118136,0.04466221,0.6237718,0.3172611],"study_design_scores_gemma":[0.00008435114,0.000238624,0.01728803,0.007086589,0.0001010505,0.0008408726,0.001570092,0.0007836359,0.0002653337,0.04288424,0.9287499,0.0001073975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005708424,0.08250382,0.04009448,0.6707163,0.05339828,0.0009760967,0.004325591,0.001480715,0.1407963],"genre_scores_gemma":[0.2859436,0.1211621,0.0765823,0.3584767,0.0912795,0.0052361,0.009251511,0.002598591,0.04946953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08194885,"threshold_uncertainty_score":0.4333922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5996011724544141,"score_gpt":0.4897735861282533,"score_spread":0.1098275863261609,"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."}}