{"id":"W3004755650","doi":"10.2196/16395","title":"Integrated Care Intervention Supported by a Mobile Health Tool for Patients Using Noninvasive Ventilation at Home: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Medical emergency; Intensive care medicine; Physical therapy; Emergency medicine; Nursing; Surgery","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":[0.00264644,0.001906707,0.005752932,0.001027501,0.0009542429,0.001540717,0.001428965,0.003596846,0.01145809],"category_scores_gemma":[0.004617109,0.001013901,0.003530074,0.0009629394,0.001496966,0.001181026,0.0009056278,0.00283968,0.0009199673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001524147,"about_ca_system_score_gemma":0.00246549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003183718,"about_ca_topic_score_gemma":0.005564605,"domain_scores_codex":[0.9978536,0.0009702988,0.0002874905,0.0003856904,0.0002278088,0.000275084],"domain_scores_gemma":[0.9981076,0.0006939146,0.0004946475,0.0001254601,0.000191547,0.0003868776],"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":[0.9725869,0.01154554,0.0003187566,0.003221494,0.002028182,0.00003712799,0.00005847997,0.0001006401,0.0005269842,0.00007474182,0.0003973777,0.00910386],"study_design_scores_gemma":[0.9737299,0.02455991,0.0005378618,0.0001134354,0.000667649,0.000006103328,0.00001757536,0.00009345015,0.00007285128,0.0000324874,0.0001617959,0.000006952859],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246939,0.01450338,0.001606138,0.001228869,0.003043248,0.04990374,0.001922674,0.0003183205,0.002779572],"genre_scores_gemma":[0.900033,0.007543738,0.005503601,0.001721157,0.001662733,0.07836266,0.0009803461,0.00002868859,0.004164106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01145809,"threshold_uncertainty_score":0.03833115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0376894574391547,"score_gpt":0.3630077371003718,"score_spread":0.3253182796612171,"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."}}