{"id":"W2931803995","doi":"10.15173/sciential.v1i2.2099","title":"Diagnosing Disorders of Consciousness","year":2019,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Persistent vegetative state; Consciousness; Misrepresentation; Level of consciousness; Consciousness Disorders; Objectivity (philosophy); Psychology; Context (archaeology); Cognitive psychology; Minimally conscious state; Psychotherapist; Epistemology; Political science; Philosophy; Neuroscience; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000845907,0.0001768191,0.0003386037,0.0004927328,0.0003629862,0.0002092333,0.0004131261,0.00003959711,0.0005992026],"category_scores_gemma":[0.00007032781,0.0001283714,0.0001774939,0.001206981,0.001050437,0.000673604,0.0001003291,0.0001927311,0.0001291169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009007865,"about_ca_system_score_gemma":0.0004782303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001689446,"about_ca_topic_score_gemma":0.000006957813,"domain_scores_codex":[0.9973196,0.00002978032,0.0004507823,0.0003863109,0.001253081,0.000560386],"domain_scores_gemma":[0.9987712,0.00003663359,0.0003057231,0.0003141306,0.000230258,0.0003420924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004305353,0.002571876,0.8149247,0.0002796877,0.0002959052,0.00004493385,0.002980147,0.0002112116,0.1011102,0.007876636,0.001588701,0.06768554],"study_design_scores_gemma":[0.05452197,0.009361648,0.5651149,0.009324497,0.0009858458,0.004234647,0.01314642,0.0228337,0.05571787,0.2400481,0.02173657,0.002973891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632841,0.0001209739,0.001061107,0.00217195,0.002434131,0.0003476584,0.000002847798,0.00002007992,0.0305571],"genre_scores_gemma":[0.9966262,0.00008005981,0.001172629,0.0001750093,0.00005495693,0.000002147762,0.000001190835,0.00001414919,0.001873681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2498098,"threshold_uncertainty_score":0.6560849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01070656937806879,"score_gpt":0.2756173489124836,"score_spread":0.2649107795344148,"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."}}