{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001854472,0.0006194079,0.0007192163,0.005042966,0.0009399403,0.001919515,0.0009443955,0.001131188,0.002947574],"category_scores_gemma":[0.007285765,0.0002022052,0.0003404419,0.001155288,0.00122118,0.002002369,0.00204944,0.001351521,0.0008498398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001310449,"about_ca_system_score_gemma":0.001773677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004442327,"about_ca_topic_score_gemma":0.005112822,"domain_scores_codex":[0.9987332,0.0003539785,0.0001829973,0.00011191,0.0003988122,0.0002191112],"domain_scores_gemma":[0.9985436,0.0004763784,0.0002705234,0.000079934,0.0004504891,0.0001790796],"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":[0.0005459425,0.0003155183,0.3914093,0.001790751,0.00008440555,0.008663165,0.005221394,0.0004034286,0.01473382,0.01577033,0.0156587,0.5454032],"study_design_scores_gemma":[0.0001121945,0.001560039,0.6808357,0.005258998,0.0003133433,0.1127547,0.0231696,0.003314626,0.02857641,0.0547918,0.08906552,0.0002470695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7342082,0.09508765,0.03590864,0.01449261,0.001565502,0.001594483,0.001172763,0.000634467,0.1153357],"genre_scores_gemma":[0.9383807,0.03100767,0.02272439,0.00167842,0.0002959357,0.0001647446,0.0004225812,0.00003102467,0.005294468],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005042966,"threshold_uncertainty_score":0.009860575,"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."}}