{"id":"W2160713927","doi":"10.12927/hcq..17687","title":"ICES Report: To Everything There Is a Season: Hospitalizations in Ontario Demonstrate Strong Evidence of Seasonality and Predictability","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Predictability; Seasonality; Statistics; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007098791,0.0001852764,0.0002073304,0.000967449,0.001273917,0.001066842,0.0004910493,0.0005127757,0.002133726],"category_scores_gemma":[0.005209694,0.000186665,0.0003685461,0.003125397,0.0004544093,0.0005352257,0.0006962844,0.0004944013,0.0002073852],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009951601,"about_ca_system_score_gemma":0.02746355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9789605,"about_ca_topic_score_gemma":0.9922476,"domain_scores_codex":[0.9994615,0.00003630346,0.00005499079,0.00004711464,0.0002605621,0.0001394947],"domain_scores_gemma":[0.9943079,0.0004390318,0.001665675,0.0002001287,0.002218309,0.001168959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006705926,0.00001906325,0.980793,0.0000378388,0.00003026884,0.00006436111,0.001177115,0.00005991962,0.0001521986,0.00006682962,0.01376517,0.003767092],"study_design_scores_gemma":[0.000002905745,0.000006693524,0.9971074,0.000008900512,0.000007763668,0.000008289973,0.0008060702,0.0000458016,0.00001866976,0.00001367317,0.001970402,0.000003384936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581923,0.0008780309,0.0001712027,0.007790776,0.000129991,0.00006225307,0.02422934,0.00003768257,0.008508439],"genre_scores_gemma":[0.9844148,0.0007652808,0.0002110579,0.0008219552,0.0001114897,0.00004007905,0.008524425,0.00002308579,0.005087782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9900484,"threshold_uncertainty_score":0.07220429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06720214212022514,"score_gpt":0.4131879004250634,"score_spread":0.3459857583048383,"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."}}