{"id":"W6961241172","doi":"10.1371/journal.pone.0286584.s002","title":"Beach cohort study questionnaires, Woodbine Beach, Toronto, 2022.","year":2023,"lang":"fr","type":"article","venue":"Figshare","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cohort; Cohort study; Population; Incidence (geometry)","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":[0.0006674487,0.0006433419,0.0004371758,0.00132725,0.0006278172,0.0005714165,0.0007138474,0.0002975088,0.03511627],"category_scores_gemma":[0.002195065,0.0005445593,0.0002828845,0.003706529,0.0001262455,0.0003216468,0.00044129,0.0004691464,0.006833615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003636918,"about_ca_system_score_gemma":0.003382515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7844069,"about_ca_topic_score_gemma":0.9188385,"domain_scores_codex":[0.9996635,0.00004927852,0.00006141965,0.00005824865,0.0001134943,0.00005423249],"domain_scores_gemma":[0.99873,0.00007152939,0.0001818438,0.00009151287,0.0007191115,0.0002060568],"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":[0.0005664086,0.00009681602,0.1752745,0.0005488345,0.0001170844,0.0001256375,0.0004995606,0.0002988219,0.0003398373,0.0003682152,0.7976823,0.02408193],"study_design_scores_gemma":[0.0001743906,0.0000686706,0.916256,0.0001619642,0.00005682026,0.00005037549,0.0005215945,0.0001273415,0.00008785475,0.00006443314,0.08241035,0.00002033115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02526015,0.0009159842,0.0003614,0.0002522745,0.00009641714,0.000324433,0.9587114,0.0001359719,0.01394189],"genre_scores_gemma":[0.1107205,0.002450277,0.002442987,0.0002446064,0.00007734445,0.001309325,0.7738261,0.0001190063,0.10881],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2155931,"threshold_uncertainty_score":0.4337255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04478380355930402,"score_gpt":0.3547642093117421,"score_spread":0.3099804057524381,"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."}}