{"id":"W3207150466","doi":"10.3357/amhp.5784.2021","title":"Survival from Canadian Seaplane Water Accidents: 1995 to 2019","year":2021,"lang":"en","type":"article","venue":"Aerospace Medicine and Human Performance","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hum; Aeronautics; Poison control; Crew; Injury prevention; Forensic engineering; Fuselage; Engineering; Medicine; Medical emergency; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006722968,0.0006269036,0.0003699566,0.002708929,0.002157631,0.001087031,0.001206705,0.0005194373,0.00656115],"category_scores_gemma":[0.002534588,0.0002991149,0.0007741208,0.004190161,0.0004720033,0.000506855,0.0009694707,0.0006744235,0.001017673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0294145,"about_ca_system_score_gemma":0.0350449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9933046,"about_ca_topic_score_gemma":0.9947687,"domain_scores_codex":[0.9988331,0.00002835224,0.00007018926,0.000107498,0.0005979792,0.000362954],"domain_scores_gemma":[0.9963619,0.00005167125,0.0005675049,0.00005479297,0.002550141,0.0004140456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003132166,0.00003047066,0.9392359,0.0004054588,0.0001828607,0.0004878948,0.0008098228,0.0005060463,0.0002758799,0.0001866551,0.01997715,0.03758855],"study_design_scores_gemma":[0.00001042177,0.00005076218,0.9876479,0.00016112,0.00007616303,0.0002945946,0.0008867299,0.0002723687,0.0001015499,0.00003585794,0.01043896,0.00002363889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8451226,0.01187323,0.0006679599,0.002123834,0.0002222366,0.0002016949,0.1129841,0.0002017847,0.02660262],"genre_scores_gemma":[0.9557897,0.006905125,0.0003606732,0.0003472564,0.00004031912,0.00005315393,0.03143937,0.00002359765,0.00504079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0294145,"threshold_uncertainty_score":0.2134181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429676059929789,"score_gpt":0.309277099206391,"score_spread":0.2849803386070932,"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."}}