{"id":"W1972167138","doi":"10.1109/norbert.2014.6893897","title":"Fuzzy rule based expert system to diagnose spinal cord disorders","year":2014,"lang":"en","type":"article","venue":"","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Scoliosis; Spinal cord; Computer science; Artificial intelligence; Surgery","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":[0.000649169,0.0004227111,0.0006036886,0.0008107024,0.0003917733,0.0008666674,0.0007388836,0.0007849946,0.004569342],"category_scores_gemma":[0.001991941,0.0001832373,0.0004165703,0.0003481699,0.0001556638,0.0004892864,0.0002945033,0.0004062378,0.001373592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520046,"about_ca_system_score_gemma":0.0007490324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005359525,"about_ca_topic_score_gemma":0.005544774,"domain_scores_codex":[0.9995315,0.00008757165,0.00006428066,0.0001132972,0.0001634677,0.00003989747],"domain_scores_gemma":[0.9994283,0.0002114752,0.0000388953,0.00005296585,0.0002476131,0.00002079413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00062699,0.0005059092,0.006269176,0.0006347932,0.0002359474,0.001514074,0.0003747084,0.2108444,0.04881391,0.007010614,0.01163301,0.7115364],"study_design_scores_gemma":[0.0001059826,0.0002270574,0.002453689,0.00008122491,0.000113613,0.0004242233,0.00009511318,0.973588,0.01135164,0.003998843,0.007524356,0.00003623593],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05960937,0.0008921276,0.9191631,0.0002774962,0.0001573675,0.0003982442,0.0006072374,0.00431416,0.01458094],"genre_scores_gemma":[0.6720161,0.0005003259,0.3155321,0.0002564811,0.00005762696,0.0003133799,0.0008732431,0.00004015356,0.01041055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005359525,"threshold_uncertainty_score":0.01528603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007126007879859733,"score_gpt":0.2384648362079992,"score_spread":0.2313388283281394,"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."}}