{"id":"W2086712044","doi":"10.1007/s00415-004-1506-9","title":"MRI: role in optimising treatment","year":2004,"lang":"en","type":"review","venue":"Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Magnetic resonance imaging; Medicine; Multiple sclerosis; Neuroradiology; Neurology; Clinical trial; Clinical Practice; Medical physics; Radiology; Pathology; Physical therapy; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002923573,0.0002781811,0.002505441,0.0006869555,0.00002802817,0.00001025958,0.0001586546,0.0002435636,0.00004938747],"category_scores_gemma":[0.0003258856,0.0001733943,0.0006221367,0.0002212185,0.00008356645,0.00003799197,0.00006612582,0.0009982093,0.00002218542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003864418,"about_ca_system_score_gemma":0.0007859439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000204717,"about_ca_topic_score_gemma":0.00001170523,"domain_scores_codex":[0.9979443,0.0002738468,0.0009277873,0.0002102161,0.0002919746,0.0003519031],"domain_scores_gemma":[0.9986073,0.0003570826,0.0005521547,0.0002195359,0.0001020663,0.0001618838],"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":[0.0001832408,0.0003974174,0.0001024527,0.003160127,0.0003912872,0.003364547,0.00009011962,0.00006996122,0.00000824402,0.00000346026,0.0001677959,0.9920614],"study_design_scores_gemma":[0.00184993,0.003491287,0.0004848735,0.006337667,0.0004760715,0.003087026,0.000006566912,0.00000758114,0.000001300021,0.00001366987,0.9841513,0.00009270736],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002321849,0.9976134,0.000004584905,0.001011777,0.0002723822,0.0004229425,0.00000353893,0.000005554809,0.00043367],"genre_scores_gemma":[0.00007871017,0.998844,0.0003940333,0.0001019839,0.0004635066,0.00001279999,0.000002580676,0.00003624934,0.00006618243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9919686,"threshold_uncertainty_score":0.7070815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356117526509097,"score_gpt":0.4262695418653759,"score_spread":0.2906577892144663,"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."}}