{"id":"W2057758735","doi":"10.1016/j.healun.2008.11.589","title":"582: Evaluation of after Hours Ventricular Assist Device “Hotline” Calls","year":2009,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Hotline; Medicine; Medical emergency; Telecommunications; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000933047,0.0004111653,0.0003355482,0.0009053262,0.0008230574,0.0009026531,0.0005040481,0.001051758,0.008308868],"category_scores_gemma":[0.005532436,0.0001240479,0.0002997186,0.0003889978,0.0002693828,0.0005925563,0.0004703357,0.0006785105,0.001956632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000605526,"about_ca_system_score_gemma":0.0006646107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003912298,"about_ca_topic_score_gemma":0.004470862,"domain_scores_codex":[0.9990663,0.00035069,0.00008943025,0.0001259375,0.0002120597,0.0001556023],"domain_scores_gemma":[0.9963715,0.001220973,0.0005491274,0.0001342406,0.0009229849,0.0008011594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01489502,0.004163506,0.8355216,0.0004958274,0.0002555145,0.006423589,0.003418178,0.001021774,0.01055113,0.0005988548,0.01101759,0.1116374],"study_design_scores_gemma":[0.0002433352,0.00839101,0.9685939,0.00009265613,0.0001990266,0.002526079,0.003749689,0.002094789,0.005585552,0.0001998089,0.008245846,0.00007827231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857742,0.0001423439,0.0003900232,0.0003039889,0.0001167203,0.0002520447,0.001141095,0.00009751762,0.01178218],"genre_scores_gemma":[0.9940876,0.00008689259,0.0005963813,0.0003161569,0.00009292558,0.0001563657,0.0008346889,0.00002904326,0.003800015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008308868,"threshold_uncertainty_score":0.02779591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457778218611632,"score_gpt":0.2619522342107915,"score_spread":0.2473744520246752,"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."}}