{"id":"W2892482052","doi":"10.1200/jgo.18.98000","title":"Factors in Sustained Compliance to a Symptom-Reporting Mobile Application: Implications for Clinical Implementation","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Randomized controlled trial; Compliance (psychology); Competence (human resources); Pain assessment; Pain management; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009124076,0.00008632744,0.0004521655,0.00005919527,0.0000509636,0.000008509157,0.0001117891,0.00009664827,0.00003143598],"category_scores_gemma":[0.0003537418,0.00007246831,0.0001609753,0.0003412675,0.00005837891,0.00005686596,0.00002955652,0.0001159299,0.000003755455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000931613,"about_ca_system_score_gemma":0.0007009451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074781,"about_ca_topic_score_gemma":0.003040924,"domain_scores_codex":[0.9980038,0.00005098174,0.001463564,0.0001621976,0.0001115897,0.0002078796],"domain_scores_gemma":[0.9973513,0.0001646645,0.001251932,0.0001554742,0.0008902402,0.000186396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004229312,0.0001796658,0.940357,0.00002186742,0.0000441872,0.000004889037,0.0003410468,0.000002762905,0.000346676,0.000754188,0.007921054,0.04960374],"study_design_scores_gemma":[0.001767288,0.003719719,0.8655193,0.00002942109,0.00007173747,0.0001102072,0.003175927,0.00001345811,0.00009023917,0.0006145825,0.1248191,0.00006897846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799479,0.000088893,0.01144915,0.005945575,0.0008331689,0.0008299106,0.00002876051,0.00001097568,0.0008656473],"genre_scores_gemma":[0.9966536,0.00001491116,0.001208946,0.00122426,0.000764508,0.00008728552,0.00001274171,0.000006928343,0.00002684057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.116898,"threshold_uncertainty_score":0.2955172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1547115989054493,"score_gpt":0.5490896353284014,"score_spread":0.394378036422952,"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."}}