{"id":"W2605049362","doi":"10.1161/circoutcomes.10.suppl_3.243","title":"Abstract 243: Organic Dissemination and Natural Implementation of Decision Aids for Left Ventricular Assist Device","year":2017,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snowball sampling; Decision aids; Medicine; Reflexivity; Medical education; Psychology; Public relations; Family medicine; Alternative medicine; Political science; Sociology","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":[0.01764619,0.000289376,0.0001807799,0.00108967,0.001970671,0.002497727,0.001029514,0.000666446,0.006397522],"category_scores_gemma":[0.06666569,0.0002249835,0.0003529845,0.0006744508,0.003179079,0.002098307,0.003267751,0.0007330163,0.0007236087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002459815,"about_ca_system_score_gemma":0.005133415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311093,"about_ca_topic_score_gemma":0.002199489,"domain_scores_codex":[0.9699062,0.02567753,0.0008785586,0.0009749059,0.001917547,0.0006452011],"domain_scores_gemma":[0.9419471,0.04533212,0.005034227,0.00390785,0.002692891,0.001085807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004641152,0.002075722,0.04998247,0.002962268,0.00005565503,0.0008638253,0.2307924,0.0008522475,0.006576185,0.01782725,0.008386754,0.6791611],"study_design_scores_gemma":[0.001065129,0.009879713,0.1891053,0.004490369,0.0003267576,0.001766487,0.321752,0.01042224,0.0275795,0.03998679,0.3933687,0.0002570402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930784,0.0004689528,0.02184295,0.002829182,0.0001051691,0.002762695,0.0003028386,0.0002516306,0.04065257],"genre_scores_gemma":[0.9762472,0.0001772767,0.01939575,0.0003243777,0.00003431541,0.000913205,0.00008843053,0.00003465745,0.00278477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764619,"threshold_uncertainty_score":0.09332311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103854075425716,"score_gpt":0.3828270455497846,"score_spread":0.3517885047955275,"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."}}