{"id":"W3093157853","doi":"10.1177/2055207620962297","title":"Engagement with Manage My Pain mobile health application among patients at the Transitional Pain Service","year":2020,"lang":"en","type":"article","venue":"Digital Health","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; York University","funders":"Ontario Centres of Excellence","keywords":"Pain management; Service (business); Transitional care; Medicine; Physical therapy; Psychology; Business; Health care; Political science; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00200539,0.0001915429,0.0002729523,0.00006351931,0.0002527412,0.00004269822,0.0001609253,0.00003703527,0.00002671138],"category_scores_gemma":[0.0000506676,0.000141811,0.00005577589,0.0005107927,0.0000525773,0.000179629,0.00007725988,0.000224337,0.00004226841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056521,"about_ca_system_score_gemma":0.0001589575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001886325,"about_ca_topic_score_gemma":0.00009520508,"domain_scores_codex":[0.9978214,0.0003993802,0.0003986154,0.000415565,0.0005712112,0.0003938208],"domain_scores_gemma":[0.9988401,0.0001840543,0.0002231853,0.0003328946,0.00007409863,0.000345644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004234051,0.0009824148,0.3531904,0.003725349,0.0001133629,0.00001367723,0.003840388,0.000125348,0.000003529743,0.0003032672,0.1147859,0.522493],"study_design_scores_gemma":[0.004235164,0.009891426,0.547823,0.0004707395,0.00007409651,0.000004204613,0.002892986,0.01743916,0.00001215326,0.0003467389,0.4160592,0.0007511519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4513137,0.0008802298,0.3875824,0.1292685,0.00005403592,0.02103736,0.0005090584,0.001809828,0.007544855],"genre_scores_gemma":[0.9168504,0.00008474421,0.0005791386,0.07992741,0.0001116295,0.0007684784,0.001557437,0.00003509322,0.00008569016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5217419,"threshold_uncertainty_score":0.5782883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383880832664513,"score_gpt":0.2619413106832224,"score_spread":0.2481025023565773,"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."}}