{"id":"W2149670533","doi":"","title":"INAPPROPRIATE USE OF EMERGENCY MEDICAL SERVICES IN ONTARIO","year":2013,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical emergency; Emergency medical services; Medicine; Computer science","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":[0.001525008,0.0001828397,0.0002827917,0.00112316,0.006431331,0.001942014,0.0007402333,0.000582016,0.003238992],"category_scores_gemma":[0.009201385,0.0003636419,0.0002851235,0.003055245,0.002492727,0.001040411,0.001895362,0.0008705482,0.0001583779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07678348,"about_ca_system_score_gemma":0.08995746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863423,"about_ca_topic_score_gemma":0.994575,"domain_scores_codex":[0.9979246,0.0004032212,0.0002019313,0.0001769662,0.000818008,0.0004753481],"domain_scores_gemma":[0.990113,0.002366011,0.002437335,0.0002198046,0.003101793,0.001761948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000106995,0.00007010804,0.4157218,0.0006359608,0.00003553377,0.00225781,0.5386024,0.0002158572,0.001369973,0.003702262,0.01527795,0.0220034],"study_design_scores_gemma":[0.00001631531,0.00004836874,0.653571,0.0003641232,0.00001872481,0.0002648313,0.2916907,0.0003114003,0.0001769387,0.0002859396,0.05317695,0.00007473458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678627,0.0009473441,0.000157257,0.009523798,0.00006499521,0.000103272,0.001145991,0.00001523945,0.0201795],"genre_scores_gemma":[0.9935268,0.001168484,0.0001881859,0.0008878037,0.00002054066,0.00005220346,0.0001994413,0.00001125443,0.003945239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07678348,"threshold_uncertainty_score":0.5571057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094266823715331,"score_gpt":0.2373437054794014,"score_spread":0.2164010372422481,"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."}}