{"id":"W7084027623","doi":"10.60645/bdc-4081-97vk","title":"Resuscitation Outcomes Consortium (ROC) Prehospital Resuscitation Using an Impedance Valve and Early Versus Delayed Analysis (PRIMED) (ROC-PRIMED-BioLINCC)","year":2025,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cardiopulmonary resuscitation; Resuscitation; Cardiac resuscitation; Advanced cardiac life support; Return of spontaneous circulation; Advanced life support; Shock (circulatory); Emergency medical services","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007744225,0.0004942194,0.0007589551,0.000214302,0.000544122,0.000457313,0.000911928,0.0004525376,0.0005041151],"category_scores_gemma":[0.0001428402,0.0004103411,0.0002084008,0.0007784289,0.000250701,0.0008791605,0.0006625406,0.0004165561,0.00009842699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000484226,"about_ca_system_score_gemma":0.0001628388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347317,"about_ca_topic_score_gemma":0.0136735,"domain_scores_codex":[0.9965287,0.0002844007,0.000783567,0.001241739,0.0006113792,0.0005501534],"domain_scores_gemma":[0.9979723,0.0002325628,0.0006696892,0.0007645785,0.00006434077,0.0002965039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003879456,0.001223499,0.08448324,0.0002387329,0.005205926,0.00009057872,0.00874366,0.003271534,0.0006863028,0.00003240526,0.8775461,0.01459854],"study_design_scores_gemma":[0.008258747,0.0027134,0.6573567,0.0003221272,0.01255475,0.000009105574,0.003737749,0.001951841,0.0005909876,0.000471872,0.3080606,0.003972074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.654512,0.00011433,0.00006533418,0.00007705889,0.0005518791,0.001142044,0.3430133,0.000006394396,0.0005177479],"genre_scores_gemma":[0.05626269,0.000343803,0.00985958,0.0001390655,0.0001812417,0.00006424679,0.9322858,0.00002526034,0.0008382566],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5982493,"threshold_uncertainty_score":0.9998348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634701737686266,"score_gpt":0.3395276346563961,"score_spread":0.3031806172795335,"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."}}