{"id":"W4254850199","doi":"10.1016/j.cjca.2016.07.274","title":"SWITCHBACK","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Discontinuation; Angiotensin Receptor Blockers; Heart failure; Ejection fraction; Internal medicine; Adverse effect; Cardiology; Angiotensin-converting enzyme; Blood pressure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007562966,0.0005108921,0.0004837167,0.000832453,0.001247244,0.001715156,0.001245575,0.001215427,0.3054762],"category_scores_gemma":[0.00299404,0.0001504523,0.001051206,0.0004304034,0.000380358,0.0008894256,0.001107204,0.002613443,0.0652196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225927,"about_ca_system_score_gemma":0.001993618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005833152,"about_ca_topic_score_gemma":0.008448467,"domain_scores_codex":[0.9991869,0.00008879817,0.0000506312,0.0001902621,0.0002369297,0.00024643],"domain_scores_gemma":[0.998463,0.0002403971,0.00007430001,0.0002338849,0.0003066075,0.0006817694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001973108,0.001158603,0.004996802,0.0002630826,0.00007375733,0.001319255,0.0002435628,0.00019625,0.002130525,0.005113106,0.4521697,0.5303622],"study_design_scores_gemma":[0.000518612,0.0005546139,0.01127593,0.0003291764,0.0001133746,0.002499961,0.0003891241,0.0004594398,0.002055819,0.005796768,0.9759555,0.00005161388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05856541,0.003808561,0.01157391,0.03359076,0.01788908,0.001170864,0.008889619,0.007207025,0.8573048],"genre_scores_gemma":[0.3236861,0.002326105,0.007458139,0.04355184,0.003841661,0.0007139253,0.008829794,0.001394086,0.6081984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3054762,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01808459219391561,"score_gpt":0.2432167994471744,"score_spread":0.2251322072532587,"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."}}