{"id":"W2473961611","doi":"10.1186/s12889-016-3221-8","title":"A population based study of drowning in Canada","year":2016,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Epidemiology; Injury prevention; Poison control; Case fatality rate; Demography; Occupational safety and health; Biostatistics; Population; Suicide prevention; Public health; Mortality rate; Environmental health; Surgery; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001849403,0.00004335033,0.0002200777,0.0001056156,0.00002599905,6.780298e-7,0.00002914933,0.00002836704,0.00009222527],"category_scores_gemma":[0.0006315507,0.00002927455,0.00001515919,0.0001399134,0.000003824004,0.00004595138,0.000006428722,0.00005931255,0.000001260072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006249527,"about_ca_system_score_gemma":0.003619357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8896302,"about_ca_topic_score_gemma":0.9633891,"domain_scores_codex":[0.9987062,0.0005046676,0.0003765915,0.0001126023,0.0001101041,0.0001897905],"domain_scores_gemma":[0.9993928,0.0002082962,0.0001359202,0.0001401948,0.00003068545,0.00009209647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000344691,0.0001012678,0.9891178,0.00004925839,0.000003263596,9.082545e-7,0.00005809882,0.000003066777,0.000007892473,0.0001758647,0.000225701,0.01022243],"study_design_scores_gemma":[0.001235322,0.0002642507,0.9977286,0.00006895973,0.000002187824,0.000001073678,0.0001674201,0.0001765792,0.000002728809,0.00004930367,0.000277079,0.000026431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916617,0.000021268,0.001410533,0.006372891,0.00009357624,0.0003299383,0.00000292114,0.000008714244,0.00009840714],"genre_scores_gemma":[0.9987404,0.000001293742,0.0003513599,0.0007877985,0.00002469783,0.00001251957,0.00001486135,0.000003967876,0.00006308062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07375891,"threshold_uncertainty_score":0.6420584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07816456720188221,"score_gpt":0.3720776823030656,"score_spread":0.2939131151011834,"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."}}