{"id":"W4214909359","doi":"10.1177/13524585221075990","title":"Pathways to cures for multiple sclerosis: A research roadmap","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Multiple sclerosis; Medicine; Political science; Public relations; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05575882,0.002271926,0.001872428,0.006743003,0.004349802,0.01157798,0.003731079,0.009872861,0.01881543],"category_scores_gemma":[0.06055288,0.0009529645,0.003944152,0.004926855,0.003603747,0.01551723,0.01100929,0.01557658,0.004907764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111254,"about_ca_system_score_gemma":0.1118682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009692471,"about_ca_topic_score_gemma":0.01471711,"domain_scores_codex":[0.981093,0.01051326,0.001717829,0.0009991168,0.003360195,0.002316573],"domain_scores_gemma":[0.9054841,0.04247873,0.00396595,0.002532229,0.02830539,0.01723376],"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":[0.0004144404,0.0007722483,0.004394328,0.01694545,0.0003438536,0.0005619028,0.002266912,0.004801868,0.0008413973,0.1192593,0.4063907,0.4430076],"study_design_scores_gemma":[0.0003036661,0.0009060308,0.004912132,0.02966898,0.0005671423,0.0004712987,0.005461259,0.002148351,0.0006172461,0.120825,0.8339233,0.000195643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003082303,0.1255343,0.01229226,0.8259638,0.01273151,0.001319656,0.001428958,0.0005806275,0.01706654],"genre_scores_gemma":[0.1023213,0.4589524,0.2091299,0.1881304,0.01025035,0.007986702,0.009605621,0.0003460641,0.01327725],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05575882,"threshold_uncertainty_score":0.2948843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3983067987374694,"score_gpt":0.3840609125952333,"score_spread":0.0142458861422361,"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."}}