{"id":"W4308496355","doi":"10.1097/01.pcc.0000900668.60984.2e","title":"PP204 [Resuscitation, Stabilisation & Transport » Other]: A ONE-YEAR RETROSPECTIVE COHORT STUDY OF PEDIATRIC CRITICAL CARE REFERRALS AND TRANSPORTS IN CANADA’S MARITIME PROVINCES","year":2022,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Retrospective cohort study; Resuscitation; Emergency medicine; Cohort; Medical emergency; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000529889,0.0003815753,0.0003408057,0.001418639,0.001982346,0.001033865,0.001643387,0.0005337783,0.003118311],"category_scores_gemma":[0.002322543,0.0005431238,0.0005965895,0.003886868,0.0004671234,0.0006452835,0.001086716,0.001082707,0.0004588587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003333421,"about_ca_system_score_gemma":0.007313246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8510128,"about_ca_topic_score_gemma":0.8426765,"domain_scores_codex":[0.9990941,0.00006568828,0.00009763614,0.000168137,0.0002616888,0.0003126881],"domain_scores_gemma":[0.9981856,0.00009683311,0.0006882515,0.0001308277,0.0004749273,0.0004236298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003714281,0.00001709466,0.9984757,0.00001168879,0.00003026406,0.00005222289,0.0001263655,0.00001885525,0.00003240005,0.00002073659,0.0007395191,0.0004379039],"study_design_scores_gemma":[0.000004692043,0.00001979335,0.998951,0.00002351209,0.00001779679,0.000097845,0.0005081865,0.00005702102,0.00001571477,0.00000869696,0.0002905237,0.000005183138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841053,0.0002692441,0.00008876839,0.000156794,0.00001557374,0.00006733349,0.01398633,0.00001084048,0.001299787],"genre_scores_gemma":[0.9918621,0.0004245036,0.0001386552,0.000108002,0.00001339657,0.0000746552,0.006559134,0.0000127078,0.0008069273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1489872,"threshold_uncertainty_score":0.2997291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250509710498636,"score_gpt":0.3274184584513225,"score_spread":0.2949133613463362,"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."}}