{"id":"W2152116403","doi":"10.1093/occmed/kqs052","title":"Alcohol, Drugs & Employment","year":2012,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002302052,0.0005363227,0.0004197369,0.001386524,0.001173723,0.002828286,0.0005622901,0.001256322,0.07652602],"category_scores_gemma":[0.00088623,0.0002603942,0.0002197513,0.001942329,0.0007702451,0.002408372,0.001249311,0.001860617,0.03599908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000977961,"about_ca_system_score_gemma":0.001099073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003770175,"about_ca_topic_score_gemma":0.01104687,"domain_scores_codex":[0.9997541,0.00005425344,0.00001059497,0.00002807426,0.0001237201,0.0000292679],"domain_scores_gemma":[0.9996867,0.0001279901,0.00002443416,0.00001520454,0.00007615927,0.00006951974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001505616,0.00006125701,0.0002220748,0.0003028063,0.000002355614,0.0001107435,0.0004350857,0.00005321598,0.0000860596,0.01563733,0.814685,0.168389],"study_design_scores_gemma":[0.000001439983,0.00001160266,0.00075678,0.0002070238,8.377425e-7,0.0001733565,0.0002838905,0.00001679355,0.00001804634,0.003202796,0.9953252,0.000002264193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0009006464,0.1445733,0.0005808371,0.01563365,0.009923547,0.00006211906,0.0003165654,0.0001685596,0.8278409],"genre_scores_gemma":[0.007748941,0.08367434,0.0009732278,0.01037345,0.002982279,0.0001038774,0.0003182436,0.0001100807,0.8937156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07652602,"threshold_uncertainty_score":0.256005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2168639922339453,"score_gpt":0.4625961607724363,"score_spread":0.2457321685384909,"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."}}