{"id":"W6901882661","doi":"10.6084/m9.figshare.12611669.v1","title":"Additional file 1 of Early clinical management of severe burn patients using telemedicine: a pilot study protocol","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Protocol (science); Severe burn; Unit (ring theory); Burn units; Intensive care unit","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003604487,0.0004817183,0.0007433862,0.001213324,0.001662892,0.0008777974,0.001146817,0.0005354497,0.6368056],"category_scores_gemma":[0.02501891,0.0003803063,0.0004900498,0.001865644,0.0002729097,0.0009604943,0.0006148642,0.0009333516,0.04466709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002983253,"about_ca_system_score_gemma":0.008587328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04022476,"about_ca_topic_score_gemma":0.07677864,"domain_scores_codex":[0.9990882,0.0003351276,0.0001784908,0.00009847417,0.0001799228,0.0001196918],"domain_scores_gemma":[0.9863595,0.005908369,0.001012357,0.0007344071,0.005237216,0.0007480045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001866533,0.00090214,0.003877652,0.002351461,0.00002634713,0.00009238569,0.0003998032,0.0002360002,0.00006516158,0.0008122273,0.962667,0.02670331],"study_design_scores_gemma":[0.03061924,0.003032729,0.1300506,0.01520559,0.0002425219,0.0006104838,0.004257308,0.002786258,0.001231745,0.005190847,0.8065672,0.000205377],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.00395676,0.00008006716,0.0011915,0.0008320832,0.0001300304,0.04303644,0.9402134,0.0001758595,0.01038384],"genre_scores_gemma":[0.05032787,0.0006086772,0.01337438,0.001965468,0.0002448569,0.5497555,0.3373092,0.0002945166,0.04611959],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6368056,"threshold_uncertainty_score":0.5180527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474752190542942,"score_gpt":0.4120342292933603,"score_spread":0.2645590102390661,"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."}}