{"id":"W2085533551","doi":"10.12927/hcq.2013.19851","title":"ICES Report: Do Ontario Patients with Heart Failure Have Equal Access to Life-Saving Technology?","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; Canadian Institutes of Health Research","funders":"","keywords":"Medicine; Sudden cardiac death; Heart failure; Cardiology; Internal medicine; Implantable cardioverter-defibrillator; Sudden cardiac arrest; Intensive care medicine","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":[0.001415118,0.0001629083,0.0003505417,0.0009306693,0.002914949,0.001919652,0.0008342222,0.0009226376,0.006997673],"category_scores_gemma":[0.01122293,0.0001757369,0.0005902633,0.003094207,0.0006642381,0.0009880963,0.0008207314,0.0007962294,0.0005024025],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03297281,"about_ca_system_score_gemma":0.05719572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9759018,"about_ca_topic_score_gemma":0.9874325,"domain_scores_codex":[0.9981503,0.0001187329,0.0001066495,0.0001136867,0.0009239479,0.0005866588],"domain_scores_gemma":[0.9893421,0.0008353733,0.001575533,0.0002612105,0.004911157,0.003074596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003303507,0.0001295637,0.636385,0.0004665332,0.0001281949,0.0002470873,0.002213418,0.0001240284,0.0001686679,0.002611387,0.3110447,0.04615106],"study_design_scores_gemma":[0.0001359578,0.00004075492,0.9219033,0.0002739609,0.00008453721,0.00009047618,0.003139793,0.0001835764,0.00004708781,0.0002335853,0.07383647,0.0000304742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5054203,0.007352593,0.0004638339,0.2058277,0.001572926,0.0006821071,0.0988,0.0001100926,0.1797705],"genre_scores_gemma":[0.9234148,0.005356177,0.0008805064,0.02373844,0.0007379283,0.000394025,0.02354979,0.00003934833,0.02188893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9670272,"threshold_uncertainty_score":0.2392356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093645181480284,"score_gpt":0.3150092756829757,"score_spread":0.2840728238681729,"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."}}