{"id":"W2980123091","doi":"","title":"Physicians in prehospital care: A review of the clinical and economic evidence","year":2019,"lang":"en","type":"review","venue":"University of Toronto Medical Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Emergency medical services; Medicine; Medical emergency; Prehospital Emergency Care; Emergency medical care; Judgement; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006512728,0.0001498145,0.001769499,0.00002084244,0.00004316456,0.000001443671,0.0003782129,0.0001955049,0.0005511947],"category_scores_gemma":[0.0005668736,0.0001027313,0.0008136466,0.00003390488,0.0004158983,0.00009936094,0.0002457839,0.0006332549,0.000003271552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508508,"about_ca_system_score_gemma":0.001233879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005353222,"about_ca_topic_score_gemma":0.0007945261,"domain_scores_codex":[0.9984192,0.0002735576,0.0006288821,0.0001851465,0.0003632742,0.0001299466],"domain_scores_gemma":[0.9987053,0.0002478824,0.0005843315,0.000231952,0.0001091194,0.0001213644],"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":[0.00001768737,0.00004359239,0.001059109,0.07257284,0.0002891167,0.00004512493,0.0003860953,1.044938e-8,1.739873e-8,0.00001956012,0.01341373,0.9121531],"study_design_scores_gemma":[0.0003084986,0.0001691216,0.001236517,0.3699397,0.001438352,0.00007633561,0.0004761321,4.727277e-7,2.430508e-8,0.000001367116,0.6262805,0.00007293527],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000858993,0.9961266,0.000002052578,0.000564641,0.0006199834,0.0003905898,0.00001585909,0.000002196715,0.002192178],"genre_scores_gemma":[0.00006070709,0.9994134,0.00004601488,0.0001213876,0.0002054769,1.394123e-7,0.0000019673,0.000006799287,0.0001441402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9120802,"threshold_uncertainty_score":0.6035195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016668824385359,"score_gpt":0.3694609187478846,"score_spread":0.3192942305040311,"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."}}