{"id":"W2066539338","doi":"10.15288/jsad.2012.73.839","title":"Assessing the Protective Value of Protective Behavioral Strategies","year":2012,"lang":"en","type":"article","venue":"Journal of Studies on Alcohol and Drugs","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Harm; Medicine; Environmental health; Consumption (sociology); Injury prevention; Poison control; Human factors and ergonomics; Occupational safety and health; Suicide prevention; Alcohol consumption; Harm reduction; Psychology; Clinical psychology; Social psychology; Alcohol; Public health; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004892303,0.0001309831,0.0004048858,0.00008178048,0.0001330871,0.00001989549,0.00004283666,0.00003575994,0.000003456415],"category_scores_gemma":[0.00007208425,0.0000619287,0.0001199672,0.0001106503,0.000186751,0.0003922502,0.00002204723,0.0002331331,0.000001133016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007279537,"about_ca_system_score_gemma":0.00006157358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007049503,"about_ca_topic_score_gemma":0.000002240322,"domain_scores_codex":[0.9991125,0.00006366478,0.0003037635,0.00006972346,0.0002921531,0.0001581673],"domain_scores_gemma":[0.9990642,0.0001676214,0.0003768828,0.00008573166,0.0002496579,0.00005587376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002917399,0.002929891,0.5752088,0.0003973515,0.005930422,0.0001386249,0.3498432,0.00004768372,0.01125333,0.005607699,0.0004417649,0.04528378],"study_design_scores_gemma":[0.00416521,0.001798566,0.519963,0.000918122,0.0009702571,0.00015336,0.4495783,0.000004707809,0.02075284,0.001490239,0.00005830373,0.0001470644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924036,0.005803985,0.00001683372,0.0005944772,0.0002014437,0.0003787623,3.808985e-7,0.000006549581,0.0005940305],"genre_scores_gemma":[0.9991406,0.0002227333,0.0002720131,0.00008304104,0.00021062,0.00001687949,1.145199e-7,0.000008613065,0.0000454172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09973513,"threshold_uncertainty_score":0.2525379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09078012472724434,"score_gpt":0.4086501608679359,"score_spread":0.3178700361406915,"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."}}