{"id":"W4240308469","doi":"10.1093/med/9780199685219.003.0010","title":"Validity","year":2014,"lang":"en","type":"book","venue":"","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Construct validity; External validity; Criterion validity; Concurrent validity; Psychology; Incremental validity; Scale (ratio); Validity; Construct (python library); Predictive validity; Test validity; Test (biology); Internal validity; Face validity; Sample (material); Content validity; Cognitive psychology; Social psychology; Computer science; Mathematics; Psychometrics; Statistics; Developmental psychology; Geography; Cartography; Internal consistency","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":[0.0421584,0.001147867,0.001468939,0.006764306,0.003102974,0.009511051,0.002206,0.001349754,0.06573439],"category_scores_gemma":[0.1645364,0.000648229,0.002181681,0.005679891,0.005173436,0.006397862,0.006237377,0.003934521,0.02162568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006193871,"about_ca_system_score_gemma":0.01539987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005517594,"about_ca_topic_score_gemma":0.00381332,"domain_scores_codex":[0.9368224,0.01973778,0.004907125,0.004608033,0.03215248,0.001772212],"domain_scores_gemma":[0.8943539,0.03669132,0.004923014,0.01169272,0.05048719,0.001851678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001208234,0.0001594415,0.02014344,0.002211558,0.0002054816,0.0001303486,0.006076848,0.0007939991,0.00069637,0.3304545,0.1493211,0.4896861],"study_design_scores_gemma":[0.00007803171,0.0001673098,0.02942104,0.008974136,0.0001881782,0.000625317,0.006444691,0.001928846,0.001438994,0.2090708,0.7415404,0.0001221629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01214114,0.002817744,0.06702872,0.01148758,0.001715973,0.004531724,0.006154793,0.0006013355,0.893521],"genre_scores_gemma":[0.5228771,0.01027005,0.2005636,0.01522258,0.001960193,0.01711316,0.02055451,0.001790131,0.2096487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06573439,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8200006900426946,"score_gpt":0.5315232405478808,"score_spread":0.2884774494948138,"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."}}