{"id":"W2967079239","doi":"10.1080/07481756.2019.1640617","title":"The Incremental Validity of the sPaCE Scale in Predicting Treatment Outcome","year":2019,"lang":"en","type":"article","venue":"Measurement and Evaluation in Counseling and Development","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Incremental validity; Predictive validity; Scale (ratio); Convergent validity; Test validity; Interpersonal communication; Distress; External validity; Clinical psychology; Psychotherapist; Psychometrics; Social psychology","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":[0.01570949,0.0007177952,0.0007661347,0.003766553,0.0005617011,0.001291728,0.0009493745,0.0007581431,0.001775943],"category_scores_gemma":[0.05872738,0.0003951,0.001302703,0.001869425,0.001089266,0.001732345,0.002331235,0.001998152,0.0003763934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006610737,"about_ca_system_score_gemma":0.001503231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005067763,"about_ca_topic_score_gemma":0.007350344,"domain_scores_codex":[0.9902712,0.004788026,0.0006908108,0.0006588225,0.003060367,0.0005308595],"domain_scores_gemma":[0.9436929,0.04069074,0.005775774,0.002392206,0.005217225,0.002231041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002552762,0.0003029241,0.9797848,0.00004035788,0.0001936975,0.00002761605,0.0002840427,0.0003424526,0.00009009273,0.0003041561,0.0002455307,0.01812909],"study_design_scores_gemma":[0.0000759933,0.001337786,0.9829118,0.00008624836,0.000362384,0.0002656338,0.0005712484,0.01027386,0.000390926,0.002850255,0.0008376417,0.00003613351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901585,0.000820167,0.002222898,0.0005228595,0.0001155263,0.000203873,0.0005162109,0.00003363053,0.00540628],"genre_scores_gemma":[0.9968494,0.0002879314,0.001804353,0.00008436429,0.0000715774,0.0001598593,0.0004849513,0.000009080964,0.0002484386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570949,"threshold_uncertainty_score":0.08308071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368258325870436,"score_gpt":0.3710561116554035,"score_spread":0.2342302790683599,"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."}}