{"id":"W2588767233","doi":"10.1371/journal.pmed.1002231","title":"Clinical Action against Drunk Driving","year":2017,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; University Health Network; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; National Highway Traffic Safety Administration; Ontario Ministry of Health and Long-Term Care; BrightFocus Foundation","keywords":"Drunk driving; Drunk drivers; Action (physics); Medicine; Poison control; Call to action; Injury prevention; Psychiatry; Psychology; Medical emergency; Environmental health; Advertising; Business","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":[0.002979439,0.0001479875,0.0002400263,0.0006079986,0.002668464,0.001315145,0.0005383688,0.001522937,0.01115872],"category_scores_gemma":[0.01390005,0.0001326067,0.0002952013,0.0006212904,0.0008004199,0.001079884,0.00166737,0.001926944,0.001158143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374172,"about_ca_system_score_gemma":0.006656917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239886,"about_ca_topic_score_gemma":0.0296557,"domain_scores_codex":[0.9982318,0.0009420332,0.0000975195,0.0001458193,0.0002964389,0.0002863752],"domain_scores_gemma":[0.9948363,0.001614909,0.000823993,0.0002539359,0.0008849492,0.001585857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002258639,0.001480111,0.1216672,0.001976046,0.0001231317,0.0006934078,0.02562929,0.00005502747,0.0007782251,0.01676203,0.2510443,0.5795655],"study_design_scores_gemma":[0.0001944613,0.001568402,0.300016,0.004228383,0.0001575372,0.001034127,0.0320964,0.00009299476,0.0005359962,0.005722216,0.6543187,0.00003484744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3240733,0.09669033,0.0005278991,0.4143417,0.007082643,0.0002934346,0.0005984927,0.00007087641,0.1563213],"genre_scores_gemma":[0.7691115,0.04287023,0.0008252167,0.1533842,0.005340577,0.0001906752,0.0003244719,0.00001896827,0.02793408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01239886,"threshold_uncertainty_score":0.03732961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3364584518233008,"score_gpt":0.5640967491238607,"score_spread":0.2276382973005598,"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."}}