{"id":"W3196395222","doi":"10.1111/dar.13381","title":"A matter of perspective: The convergent and incremental validity of informant‐reported drinking motives","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Psychology; Heavy drinking; Dyad; Clinical psychology; Coping (psychology); Anxiety; Baseline (sea); Predictive validity; Perspective (graphical); Suicide prevention; Social psychology; Poison control; Psychiatry; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02148032,0.0002027359,0.0004261603,0.0006295917,0.0003958487,0.001745906,0.0006143478,0.0006039894,0.001450829],"category_scores_gemma":[0.0541571,0.0001531232,0.0003714667,0.0006391622,0.001777552,0.001451822,0.0009752319,0.0008391924,0.000184216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923054,"about_ca_system_score_gemma":0.0009876258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466452,"about_ca_topic_score_gemma":0.002102622,"domain_scores_codex":[0.9922839,0.005339942,0.0005159964,0.0006927296,0.001028161,0.0001393179],"domain_scores_gemma":[0.9588404,0.02971182,0.005592399,0.001695421,0.003740851,0.0004190493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002050091,0.0001141792,0.8097462,0.001351337,0.0006755047,0.0001410767,0.00953461,0.0002542189,0.001104984,0.008290024,0.001373975,0.1672089],"study_design_scores_gemma":[0.00003431866,0.0006101961,0.9599717,0.002200978,0.0006696701,0.001094623,0.008609652,0.001088855,0.00155068,0.01119036,0.0129286,0.00005038597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279263,0.02901379,0.01452442,0.01490773,0.0007000311,0.0001708712,0.0004473965,0.00003067075,0.01227878],"genre_scores_gemma":[0.9900302,0.00390749,0.00408605,0.001054295,0.0002519816,0.0001002713,0.0001684387,0.000007410595,0.0003938586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02148032,"threshold_uncertainty_score":0.1136001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05177594264497783,"score_gpt":0.3337207544338465,"score_spread":0.2819448117888687,"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."}}