{"id":"W2600629609","doi":"10.2196/mhealth.6496","title":"Cloudy with a Chance of Pain: Engagement and Subsequent Attrition of Daily Data Entry in a Smartphone Pilot Study Tracking Weather, Disease Severity, and Physical Activity in Patients With Rheumatoid Arthritis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Versus Arthritis; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Data collection; Android (operating system); Focus group; mHealth; Accelerometer; Rheumatoid arthritis; Global Positioning System; Physical therapy; Computer science; Nursing; 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":[0.008927933,0.0003451935,0.0006923434,0.0007332238,0.002168013,0.002026405,0.0006567007,0.0009865228,0.002031225],"category_scores_gemma":[0.03137891,0.0005604949,0.001228383,0.0007340861,0.0007004644,0.001443117,0.002439287,0.001884369,0.0005503128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007947407,"about_ca_system_score_gemma":0.001602373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00572746,"about_ca_topic_score_gemma":0.007554166,"domain_scores_codex":[0.9928182,0.004097252,0.000650369,0.0005690419,0.0009262549,0.0009389514],"domain_scores_gemma":[0.9811012,0.007596465,0.005241999,0.001346028,0.001758733,0.002955572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001236796,0.001705675,0.9725884,0.0001123244,0.0001197065,0.0003713996,0.0116583,0.00003123729,0.0002892595,0.00004579331,0.000482151,0.01135897],"study_design_scores_gemma":[0.0001515014,0.005677145,0.9757168,0.0001172727,0.0001415599,0.0006906842,0.01548128,0.0006831913,0.0001905444,0.00007939255,0.001021416,0.00004918827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991891,0.0001060139,0.0001016154,0.0001651757,0.000008340637,0.00008863203,0.00006228677,0.000003614619,0.000275246],"genre_scores_gemma":[0.9992523,0.00006230955,0.0001547617,0.0001485891,0.00001035431,0.000138287,0.00006775685,0.000003302071,0.000162407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008927933,"threshold_uncertainty_score":0.04721594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07979728966320336,"score_gpt":0.356676741071397,"score_spread":0.2768794514081936,"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."}}