{"id":"W3166590900","doi":"10.2196/24969","title":"Efficacy of Cladribine Tablets as a Treatment for People With Multiple Sclerosis: Protocol for the CLOBAS Study (Cladribine, a Multicenter, Long-term Efficacy and Biomarker Australian Study)","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Tasmania","keywords":"Cladribine; Medicine; Multiple sclerosis; Observational study; Clinical trial; Dosing; Internal medicine; Oncology; 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":[0.017624,0.002643424,0.002811085,0.001055297,0.003173176,0.001700748,0.002315948,0.003111992,0.01543548],"category_scores_gemma":[0.01068651,0.001486203,0.002755791,0.001261234,0.001312331,0.001645198,0.001584503,0.003284497,0.006062002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003190332,"about_ca_system_score_gemma":0.009230409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003845748,"about_ca_topic_score_gemma":0.007183279,"domain_scores_codex":[0.9909979,0.005898876,0.000971027,0.000768502,0.0006906206,0.0006730515],"domain_scores_gemma":[0.9907209,0.001103508,0.002498033,0.00102476,0.002594624,0.002058285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7588602,0.04063519,0.0359474,0.01182743,0.001828384,0.0006578203,0.002348043,0.002817474,0.008846146,0.002661567,0.06408925,0.06948106],"study_design_scores_gemma":[0.5401485,0.1089192,0.1847976,0.002834658,0.001498886,0.000451043,0.001019612,0.002262272,0.003287814,0.002355003,0.152119,0.0003064126],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.033455,0.0005102801,0.001915518,0.000620419,0.0002072857,0.9493998,0.009980419,0.0001297048,0.003781467],"genre_scores_gemma":[0.01862166,0.0002141148,0.003118703,0.0004493314,0.00007035316,0.9731218,0.003275304,0.00001118555,0.001117461],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.017624,"threshold_uncertainty_score":0.09320575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4377794500956032,"score_gpt":0.5492339172932793,"score_spread":0.1114544671976761,"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."}}