{"id":"W2904484474","doi":"10.2196/12144","title":"Evaluation of Clinical Outcomes and Simultaneous Digital Tracking of Daily Physical Activity, Heart Rate, and Inhalation Behavior in Patients With Pulmonary Arterial Hypertension Treated With Inhaled Iloprost: Protocol for the Observational VENTASTEP Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bayer Vital; Bayer","keywords":"Iloprost; Medicine; Inhalation; Observational study; Nebulizer; Adverse effect; Anesthesia; Clinical trial; Physical therapy; Heart rate; Cardiology; Internal medicine; Blood pressure; Prostacyclin","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":[0.01188881,0.002787997,0.004044989,0.001106707,0.001731717,0.001517763,0.001639417,0.002224476,0.01135242],"category_scores_gemma":[0.008288015,0.000842837,0.003661156,0.001758619,0.001324672,0.001321544,0.001578847,0.002044585,0.0030311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301516,"about_ca_system_score_gemma":0.00736349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001768339,"about_ca_topic_score_gemma":0.002319533,"domain_scores_codex":[0.9935336,0.003714561,0.0009491376,0.0007713293,0.0005833281,0.0004480573],"domain_scores_gemma":[0.993541,0.0007940776,0.00156681,0.000851065,0.002226517,0.001020444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7728389,0.04633541,0.05487066,0.01337035,0.003047853,0.0006100146,0.00126348,0.004922183,0.008317024,0.002572617,0.02122672,0.07062487],"study_design_scores_gemma":[0.5017069,0.1820181,0.2260329,0.004192034,0.003089962,0.0004494092,0.001018071,0.004602683,0.004760736,0.002414769,0.06927523,0.0004390924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05838402,0.000848492,0.003823529,0.0002827379,0.0002105541,0.9238631,0.009357668,0.0001063399,0.003123492],"genre_scores_gemma":[0.02225277,0.0002316382,0.003477636,0.0001357737,0.00006249333,0.9706899,0.002738927,0.00001008887,0.0004007002],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01188881,"threshold_uncertainty_score":0.06287485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3956618574996004,"score_gpt":0.5540796605681578,"score_spread":0.1584178030685574,"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."}}