{"id":"W2897158688","doi":"10.2196/11080","title":"Clinical Adoption of mHealth Technology to Support Pediatric Cystic Fibrosis Care in Sweden: Qualitative Case Study","year":2018,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Genentech","keywords":"mHealth; Medicine; Cystic fibrosis; Health care; Telemedicine; Intensive care medicine; Psychological intervention; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00304836,0.0001936682,0.0005405125,0.0008392081,0.0007822844,0.000007573442,0.0001558826,0.0003470287,0.00005117547],"category_scores_gemma":[0.0007022674,0.0001910693,0.00004764079,0.001897455,0.00006797456,0.00006796304,0.0002172535,0.0007323583,0.00009331207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189893,"about_ca_system_score_gemma":0.0009704675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000764104,"about_ca_topic_score_gemma":0.003341098,"domain_scores_codex":[0.9954949,0.0008746794,0.002026691,0.000592147,0.0002465785,0.0007649827],"domain_scores_gemma":[0.9963263,0.001384091,0.0008117682,0.00039734,0.0006191108,0.000461396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007256479,0.0002542903,0.9509622,0.00147724,0.000002570659,0.00002002138,0.02958388,0.000001090543,7.674647e-7,0.0001737303,0.0009456074,0.01650604],"study_design_scores_gemma":[0.003087337,0.00557675,0.6015977,0.0001061754,0.000147103,0.00002398529,0.3809758,0.00005890015,6.919856e-7,0.0002254598,0.007798482,0.0004015804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929526,0.0004830862,0.0002152319,0.0002216065,0.0005593381,0.005145408,0.0000879021,0.00007259988,0.0002622664],"genre_scores_gemma":[0.9925127,0.0004294961,0.001835976,0.0002187999,0.00125263,0.003635889,0.0000371123,0.00002693806,0.00005043187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3513919,"threshold_uncertainty_score":0.7791579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111541821125283,"score_gpt":0.5437962711262776,"score_spread":0.4322544500009947,"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."}}