{"id":"W4399028608","doi":"10.1016/j.resuscitation.2024.110256","title":"Assessing feasibility of proposed extracorporeal cardiopulmonary resuscitation programmes for out-of-hospital cardiac arrest in Scotland via geospatial modelling","year":2024,"lang":"en","type":"article","venue":"Resuscitation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Cardiopulmonary resuscitation; Extracorporeal; Resuscitation; Extracorporeal membrane oxygenation; Geospatial analysis; Intensive care medicine; Hospital discharge; Emergency medicine; Medical emergency; Internal medicine","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":[0.002651585,0.0008164805,0.0005184124,0.003209051,0.0006632389,0.002315725,0.001409577,0.0007312567,0.00224815],"category_scores_gemma":[0.01359566,0.0004655436,0.002323626,0.003180374,0.0006381822,0.001327599,0.001962778,0.0005606432,0.0002984426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004365596,"about_ca_system_score_gemma":0.003699127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.36335,"about_ca_topic_score_gemma":0.224001,"domain_scores_codex":[0.9984455,0.0005756713,0.0001519068,0.0002544509,0.0002395356,0.0003331342],"domain_scores_gemma":[0.9946163,0.002640108,0.00107406,0.0003619282,0.0009405666,0.0003669816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003149543,0.0001594283,0.6702331,0.0002544414,0.0004562572,0.0006434851,0.0007583314,0.3100525,0.0004137941,0.003333853,0.002331896,0.01104798],"study_design_scores_gemma":[0.0001058643,0.0002199453,0.2900217,0.000138146,0.000258596,0.0002077366,0.002726217,0.6990412,0.0002759855,0.001676905,0.0052088,0.000118936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834663,0.000215262,0.005191369,0.0005960788,0.00002670121,0.0001417426,0.007177664,0.0001718008,0.003013018],"genre_scores_gemma":[0.9929668,0.0001607984,0.003364941,0.00002727046,0.00001096562,0.00005704967,0.003210568,0.00001960331,0.0001820191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.36335,"threshold_uncertainty_score":0.7224702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833500974775766,"score_gpt":0.2969461924774379,"score_spread":0.2586111827296803,"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."}}