{"id":"W2296956409","doi":"10.2196/resprot.4473","title":"Multiple Sclerosis Therapy With Disease-Modifying Treatments in Germany: The PEARL (ProspEctive phArmacoeconomic cohoRt evaluation) Noninterventional Study Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple sclerosis; Protocol (science); Physical therapy; Fingolimod; Cost effectiveness; Outcomes research; Intensive care medicine; Alternative medicine; Risk analysis (engineering); Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01623294,0.003141016,0.002405351,0.001309112,0.001494247,0.001649039,0.002069124,0.002238336,0.01071686],"category_scores_gemma":[0.0111343,0.001409521,0.001668237,0.001714994,0.001025328,0.001501809,0.002293254,0.001642741,0.003059908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003416972,"about_ca_system_score_gemma":0.009817189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323572,"about_ca_topic_score_gemma":0.005466075,"domain_scores_codex":[0.9880123,0.00855636,0.001059254,0.001011772,0.000678366,0.0006818782],"domain_scores_gemma":[0.9940236,0.001179486,0.002119385,0.0008462198,0.001083569,0.0007477505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.618118,0.03319077,0.07928879,0.0170307,0.00389276,0.001397875,0.001670183,0.006544478,0.006162015,0.008310656,0.09971267,0.1246812],"study_design_scores_gemma":[0.4828441,0.05654694,0.2918373,0.005125806,0.002706468,0.0007613895,0.0009104604,0.006063002,0.002866972,0.003001059,0.1469644,0.0003722178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.06557181,0.002315877,0.008961735,0.0009389145,0.0002402969,0.8887842,0.02780009,0.0002287063,0.005158433],"genre_scores_gemma":[0.03990655,0.0006497115,0.00816032,0.0007506142,0.00009807754,0.9401242,0.009098914,0.00002084544,0.001190753],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01623294,"threshold_uncertainty_score":0.08584899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.428078288710984,"score_gpt":0.5719937802393636,"score_spread":0.1439154915283796,"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."}}