{"id":"W2556746216","doi":"10.2196/resprot.6459","title":"Development and Feasibility Testing of PROMPT-Care, an eHealth System for Collection and Use of Patient-Reported Outcome Measures for Personalized Treatment and Care: A Study Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bupa Health Foundation","keywords":"eHealth; Medicine; Protocol (science); Distress; Data collection; Focus group; Health care; Alternative 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":[0.001165645,0.0001808159,0.0005352154,0.0001802688,0.0002409803,0.000039132,0.00004332198,0.00007900419,0.000001302683],"category_scores_gemma":[0.0005512057,0.0001116391,0.00004367312,0.0002201619,0.0001571548,0.0001131744,0.00005557235,0.00007118072,3.253057e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006790821,"about_ca_system_score_gemma":0.0008607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006694119,"about_ca_topic_score_gemma":0.001366676,"domain_scores_codex":[0.9976265,0.0003323586,0.0006576304,0.0005217752,0.0005399931,0.000321769],"domain_scores_gemma":[0.9969423,0.0003898836,0.0002613908,0.0003091432,0.001871113,0.0002261973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01559687,0.001085234,0.8553919,0.01802749,0.00009377802,0.000003260319,0.02374092,4.741496e-8,0.005787939,0.00001832311,0.000009199745,0.08024506],"study_design_scores_gemma":[0.09655053,0.1224136,0.6055201,0.01253904,0.0001178782,0.0000553012,0.06714549,0.00005195121,0.05693664,0.00003140409,0.03804345,0.000594569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4480327,0.000004747197,0.00002433006,0.00001366868,0.000002541998,0.55187,0.00002604758,0.00001868874,0.000007243806],"genre_scores_gemma":[0.3259277,9.507738e-8,0.001420761,0.000001372532,0.00001423848,0.6725653,0.000003512297,0.00001767194,0.00004936159],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2498718,"threshold_uncertainty_score":0.455251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5189431786320879,"score_gpt":0.5548721121768826,"score_spread":0.03592893354479465,"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."}}