{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003467857,0.0003099603,0.000530598,0.0005266776,0.0004600967,0.001342646,0.0006784193,0.0003898441,0.02607226],"category_scores_gemma":[0.01105126,0.0001239295,0.0007253434,0.0009090192,0.0003832593,0.0007331699,0.001391896,0.001387852,0.002930717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103798,"about_ca_system_score_gemma":0.003727815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00414132,"about_ca_topic_score_gemma":0.00861701,"domain_scores_codex":[0.9978665,0.001017408,0.0002675563,0.0002501712,0.0003492348,0.0002492496],"domain_scores_gemma":[0.9918776,0.00203218,0.001622472,0.0006265552,0.00203716,0.001804069],"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":[0.06859532,0.004000965,0.1047793,0.002591752,0.0008103654,0.0002727417,0.0003685411,0.001285043,0.001963491,0.005559175,0.4034294,0.4063438],"study_design_scores_gemma":[0.05310474,0.04023192,0.5429855,0.004993161,0.002221893,0.001114838,0.001363875,0.00387729,0.005969782,0.005195716,0.3384868,0.000454498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6074337,0.006812133,0.01153314,0.02165509,0.003749492,0.01226551,0.1515238,0.002314283,0.1827127],"genre_scores_gemma":[0.8101271,0.005714087,0.02550092,0.008255769,0.001870132,0.02316113,0.09610622,0.0006972238,0.02856741],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.02607226,"threshold_uncertainty_score":0.08722043,"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."}}