{"id":"W2053356130","doi":"10.1136/injuryprev-2012-040580g.4","title":"ARE ROAD TRAFFIC ACCIDENTS PREVENTABLE AMONG SLEEP APNOEA PATIENTS?","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Incidence (geometry); Road traffic; Poison control; Confidence interval; Continuous positive airway pressure; Emergency medicine; Pediatrics; Anesthesia; Internal medicine; Obstructive sleep apnea; Transport engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005237828,0.0002283071,0.0003250043,0.0002525704,0.0001350173,0.00004045374,0.0001712105,0.0001736321,0.001112384],"category_scores_gemma":[0.0002461603,0.0002198823,0.0002205764,0.0003717499,0.00008146277,0.000942171,0.0001383476,0.0003582099,0.0005703379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225796,"about_ca_system_score_gemma":0.00001759903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002291003,"about_ca_topic_score_gemma":0.00001338326,"domain_scores_codex":[0.9975418,0.0002155438,0.0004281343,0.0003516369,0.0007780511,0.0006848215],"domain_scores_gemma":[0.9986163,0.00002442038,0.0003141352,0.0004722135,0.0002115251,0.0003613965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002153503,0.001315769,0.8337259,0.00008750671,0.0001352629,0.000003050956,0.0001193788,0.000004251808,0.0007540881,0.00001683713,0.0007236003,0.162899],"study_design_scores_gemma":[0.001720684,0.0003004175,0.9918121,0.0001208052,0.0001579148,0.000006130024,0.0001466601,0.0001921141,0.004306558,0.00005506324,0.0009814005,0.0002002169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958291,0.000176964,0.0001833157,0.00005398755,0.0007102218,0.001336079,0.00001660264,0.0001216912,0.001572041],"genre_scores_gemma":[0.9960842,0.000008714361,0.0002921346,0.00005269195,0.0003811007,0.0001375467,0.000120331,0.00005431103,0.002869041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1626987,"threshold_uncertainty_score":0.9998007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079315527978057,"score_gpt":0.3238117937141295,"score_spread":0.3030186384343489,"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."}}