{"id":"W2970755235","doi":"","title":"Feasibility of mood monitoring over one year for people with chronic obstructive pulmonary disease using an mHealth system: a retrospective analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"mHealth; Pulmonary disease; Mood; Medicine; Retrospective cohort study; Psychology; Intensive care medicine; Psychiatry; Internal medicine; Psychological intervention","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":[0.003268007,0.00034613,0.000790787,0.001572339,0.001071698,0.001221308,0.0005832618,0.0007544897,0.0007138059],"category_scores_gemma":[0.00959292,0.0004685817,0.002053782,0.002047569,0.0004077472,0.001040633,0.001319263,0.00102591,0.0002101426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009506978,"about_ca_system_score_gemma":0.0008169957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116799,"about_ca_topic_score_gemma":0.01568684,"domain_scores_codex":[0.9969866,0.0008654656,0.0008473567,0.0004631735,0.0005202288,0.0003172398],"domain_scores_gemma":[0.9912525,0.001772025,0.004490565,0.0004809097,0.001363201,0.0006408285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002372875,0.00006172006,0.9982126,0.00003447628,0.0001374107,0.00002841876,0.0001518295,0.00001942851,0.00004908154,0.000005772437,0.0000470643,0.001014943],"study_design_scores_gemma":[0.000009537325,0.0002803878,0.999015,0.00001293709,0.0000810154,0.00008405363,0.000306878,0.00007024952,0.00003099482,0.000005400092,0.00009671441,0.000006798504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972653,0.0006480725,0.0001740131,0.00006055298,0.00001489436,0.00008935174,0.001206208,0.000004795193,0.0005366992],"genre_scores_gemma":[0.9982771,0.000194758,0.0002312045,0.00005805536,0.00001540835,0.00008852563,0.001009084,0.000003594199,0.0001223674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116799,"threshold_uncertainty_score":0.02220601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04860997965854985,"score_gpt":0.3778822842909953,"score_spread":0.3292723046324454,"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."}}