{"id":"W4242221304","doi":"10.2196/jph.v4i1.8944","title":"Near-Real-Time Surveillance of Illnesses Related to Shellfish Consumption in British Columbia: Analysis of Poison Center Data","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Shellfish; Consumption (sociology); Center (category theory); Environmental health; Geography; Fishery; Medical emergency; Medicine; Fish <Actinopterygii>; Biology; Art; Chemistry","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":[0.0005466841,0.000302758,0.0002757291,0.001343807,0.0004275297,0.0006979569,0.0006751244,0.0005184312,0.001130362],"category_scores_gemma":[0.002685769,0.0002363421,0.0002489665,0.003137287,0.0002537881,0.0002992139,0.0006003498,0.0004198588,0.0002985806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003761031,"about_ca_system_score_gemma":0.005926519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9541038,"about_ca_topic_score_gemma":0.965481,"domain_scores_codex":[0.9995607,0.00005932442,0.00003961609,0.00009247703,0.0001335742,0.0001144351],"domain_scores_gemma":[0.9983343,0.0002634254,0.0002785577,0.0001332753,0.000776114,0.0002143526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001979244,0.00007085103,0.9711195,0.000109034,0.000148581,0.0002330781,0.0002958829,0.004340357,0.001111909,0.0001501839,0.007300206,0.01492243],"study_design_scores_gemma":[0.00001064343,0.00001303551,0.9883323,0.00003206784,0.0000288955,0.0000389517,0.0007348283,0.008600236,0.0001841436,0.0000481087,0.00196516,0.00001150748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692728,0.0003466626,0.0002771788,0.0004779221,0.00001195338,0.00003509472,0.02858392,0.00005023798,0.0009443756],"genre_scores_gemma":[0.9623036,0.0003980622,0.0009089959,0.0001080941,0.00001175693,0.0000267529,0.03473477,0.00001121376,0.001496927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04589617,"threshold_uncertainty_score":0.0923329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278899512102692,"score_gpt":0.3255319826315332,"score_spread":0.2927429875105063,"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."}}