{"id":"W7036173919","doi":"","title":"Avoiding panic, embracing protocol: an elective experience in trauma","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Ethnobotanical and Medicinal Plants Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moment (physics); Basic life support; Resuscitation; Major trauma","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":[0.003985415,0.0007002979,0.0005487012,0.0005347874,0.008673451,0.003213798,0.001751184,0.002164091,0.01442143],"category_scores_gemma":[0.008923613,0.0005239919,0.000810845,0.0005509017,0.00448413,0.00325407,0.00621803,0.006497088,0.002717878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001986581,"about_ca_system_score_gemma":0.003578495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817881,"about_ca_topic_score_gemma":0.009264095,"domain_scores_codex":[0.9984285,0.0007355699,0.00006122718,0.0001228819,0.0002564713,0.0003953269],"domain_scores_gemma":[0.9956358,0.0006951111,0.000182058,0.0001286681,0.0002262738,0.003132139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0005839546,0.005453907,0.01216863,0.001395971,0.00007670827,0.0453343,0.5517045,0.0007618431,0.008251601,0.009832472,0.2207801,0.143656],"study_design_scores_gemma":[0.0001942046,0.003840916,0.01269088,0.0008463065,0.00003813947,0.04800455,0.5242414,0.0009316366,0.001646278,0.007563895,0.3997602,0.0002416409],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8404872,0.003533238,0.01229125,0.05497612,0.006283556,0.0009491492,0.000495039,0.0005370083,0.08044746],"genre_scores_gemma":[0.8597479,0.00632242,0.0243569,0.02848468,0.001654775,0.0005646971,0.0004668004,0.0005386035,0.07786319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442143,"threshold_uncertainty_score":0.04824448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1830682432108661,"score_gpt":0.3558068216073471,"score_spread":0.172738578396481,"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."}}