{"id":"W2087249658","doi":"10.1080/146608202320374363","title":"Imaging: MRS, MRI, PET/SPECT: Con","year":2002,"lang":"en","type":"article","venue":"Amyotrophic Lateral Sclerosis and Other Motor Neuron Disorders","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Amyotrophic lateral sclerosis; Nuclear medicine; Pet imaging; Medicine; Spect imaging; Magnetic resonance imaging; Positron emission tomography; Radiology; Pathology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001357004,0.0005288165,0.0006011152,0.0002219489,0.0002995061,0.0001976959,0.0002824551,0.00009024383,0.004307381],"category_scores_gemma":[0.00004418692,0.0004242054,0.0002666022,0.0003490979,0.0004745994,0.0002819464,0.0001807018,0.0005441256,0.0003575126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001014698,"about_ca_system_score_gemma":0.00002006492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006658472,"about_ca_topic_score_gemma":0.0000366121,"domain_scores_codex":[0.9966863,0.0001522502,0.0005179984,0.0009573037,0.0006831371,0.001002957],"domain_scores_gemma":[0.9985067,0.00006296016,0.0001324682,0.000662612,0.00006615443,0.0005690949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001187756,0.002098903,0.5753,0.000397114,0.0004647045,0.000465563,0.001373327,0.00004550067,0.3147145,0.001376796,0.02593152,0.07664433],"study_design_scores_gemma":[0.004481134,0.000913129,0.940547,0.0002050657,0.00009888184,0.000152196,0.00003812956,0.007048221,0.0001330406,0.0003593962,0.04535649,0.0006673441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978721,0.001621097,0.00001695519,0.01377649,0.0002477864,0.0009203839,0.00003348604,0.000276723,0.004386057],"genre_scores_gemma":[0.9871932,0.003853376,0.0001692701,0.005211017,0.0002485768,0.00008018776,0.000008209183,0.000166801,0.003069328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.365247,"threshold_uncertainty_score":0.9998209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702550420836832,"score_gpt":0.2477869572746951,"score_spread":0.2207614530663268,"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."}}