{"id":"W4247239074","doi":"10.2139/ssrn.3936753","title":"Ambulance Use by Patients Experiencing Homelessness in Ontario Canada from 2010 to 2017 using population level administrative health data.","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population health; Population; Medicine; Environmental health; Geography; Gerontology; Psychology; Political 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":[0.0007516834,0.0004176929,0.0005085912,0.001826013,0.001636127,0.001521124,0.001581075,0.0005985766,0.002816623],"category_scores_gemma":[0.004032516,0.0004274861,0.001077093,0.006611577,0.0006762571,0.0007449818,0.001566017,0.001099813,0.0004585458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02925842,"about_ca_system_score_gemma":0.05120742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975001,"about_ca_topic_score_gemma":0.9986067,"domain_scores_codex":[0.9988054,0.00007971056,0.0001798434,0.0001533817,0.0003616641,0.000420065],"domain_scores_gemma":[0.9963301,0.0001668768,0.00107987,0.0001072134,0.00154984,0.0007660944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001604791,0.00003432416,0.9741688,0.0002461904,0.0001902145,0.00006770165,0.001116249,0.0002637472,0.0000877003,0.0002162791,0.01834599,0.005102242],"study_design_scores_gemma":[0.00002118758,0.0000197592,0.9927545,0.0002070236,0.00008689416,0.00004508534,0.001918921,0.0003863655,0.00004254313,0.00003087158,0.004465967,0.00002078177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7897242,0.004127384,0.0003122642,0.002548287,0.00009830356,0.0002341447,0.1954052,0.00007250233,0.007477624],"genre_scores_gemma":[0.9546658,0.00227231,0.0003563991,0.0006363755,0.00003277976,0.0001535084,0.03861195,0.00002570447,0.00324525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02925842,"threshold_uncertainty_score":0.2122856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1744226049252159,"score_gpt":0.4203853220325514,"score_spread":0.2459627171073355,"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."}}