{"id":"W2188203180","doi":"10.2196/resprot.4948","title":"ProKaSaRe Study Protocol: A Prospective Multicenter Study of Pulmonary Rehabilitation of Patients With Sarcoidosis","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sarkoidose Stiftung","keywords":"Medicine; Pulmonary rehabilitation; Rehabilitation; Quality of life (healthcare); Physical therapy; Referral; Prospective cohort study; Pulmonary function testing; Sarcoidosis; Cohort; Family medicine; Internal medicine","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":[0.01612847,0.002889008,0.003423091,0.001201218,0.002109555,0.001598548,0.002079722,0.002667019,0.02075171],"category_scores_gemma":[0.01043128,0.00153999,0.001609322,0.001524887,0.001360768,0.002014155,0.001522347,0.002239857,0.007117398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001375592,"about_ca_system_score_gemma":0.008294309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001007405,"about_ca_topic_score_gemma":0.001672275,"domain_scores_codex":[0.9893481,0.00721213,0.001171445,0.001036082,0.0006672232,0.0005650226],"domain_scores_gemma":[0.9920723,0.001395093,0.001800044,0.001376244,0.00174481,0.001611594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6884745,0.04024804,0.1152424,0.02038315,0.002546135,0.001820509,0.002259535,0.002261089,0.008865197,0.004534412,0.05236939,0.06099567],"study_design_scores_gemma":[0.5762002,0.1071387,0.2017424,0.00393864,0.001719805,0.00117724,0.001253987,0.002147934,0.001955712,0.001951598,0.1004903,0.0002835034],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04759672,0.001151674,0.003186433,0.0005516842,0.0002828038,0.9324174,0.01158959,0.00008390871,0.003139759],"genre_scores_gemma":[0.03024847,0.0003255928,0.003650125,0.0006213647,0.0001760555,0.9592106,0.004803586,0.00001517766,0.0009491023],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02075171,"threshold_uncertainty_score":0.08529657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1807233251102337,"score_gpt":0.5295210221181061,"score_spread":0.3487976970078724,"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."}}