{"id":"W2147914276","doi":"10.1016/s0140-6736(14)60042-8","title":"Diagnostic precision of PET imaging and functional MRI in disorders of consciousness: a clinical validation study","year":2014,"lang":"en","type":"article","venue":"The Lancet","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":551,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Persistent vegetative state; Medicine; Magnetic resonance imaging; Nuclear medicine; Medical physics; Consciousness; Radiology; Psychology; Minimally conscious state; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02793375,0.001469913,0.001361082,0.001346672,0.001198174,0.003217521,0.002149647,0.003157919,0.00146595],"category_scores_gemma":[0.07189851,0.001549899,0.001655333,0.001012545,0.005232479,0.003027347,0.001531042,0.001967833,0.0008916941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433389,"about_ca_system_score_gemma":0.001485126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259925,"about_ca_topic_score_gemma":0.002797981,"domain_scores_codex":[0.9875599,0.006009122,0.0009946947,0.002928825,0.001891271,0.0006162167],"domain_scores_gemma":[0.9346178,0.04013734,0.006342403,0.009349965,0.00834211,0.001210419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03795727,0.002167888,0.9055131,0.0003720485,0.004135328,0.0005557894,0.002666858,0.00140364,0.009399736,0.0008565746,0.0008947261,0.034077],"study_design_scores_gemma":[0.003640655,0.01178716,0.9612485,0.0001858617,0.004095116,0.003026379,0.0009661331,0.005124399,0.005090894,0.001395639,0.003232928,0.0002062771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937515,0.002346158,0.001755988,0.0002172557,0.0001072169,0.0002104731,0.0002540456,0.00002069301,0.00133672],"genre_scores_gemma":[0.997242,0.0003546741,0.001228551,0.0001836067,0.00007928292,0.00006910868,0.0005089608,0.00002758065,0.0003062533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02793375,"threshold_uncertainty_score":0.1477295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776699465190162,"score_gpt":0.3929100256128346,"score_spread":0.3152400790938183,"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."}}