{"id":"W4286378295","doi":"10.2196/34851","title":"Impact of a Personal Health Record Intervention Upon Surveillance Among Colorectal Cancer Survivors: Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Health Services Research and Development; Office of Research and Development; Livestrong Foundation; U.S. Department of Veterans Affairs","keywords":"Medicine; Colorectal cancer; Psychological intervention; Colonoscopy; Confidence interval; Internal medicine; Cancer; Physical therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009160543,0.000254233,0.0007066105,0.0001543001,0.00018376,0.00001623522,0.0001644094,0.00005323895,0.005338249],"category_scores_gemma":[0.00002609535,0.0002333552,0.0005172545,0.000705295,0.00007441638,0.00009645648,0.0001453225,0.0004722764,0.000001739171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129097,"about_ca_system_score_gemma":0.0009224281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3842681,"about_ca_topic_score_gemma":0.5944346,"domain_scores_codex":[0.9972,0.0005524534,0.0005485345,0.000569806,0.0006993555,0.0004298962],"domain_scores_gemma":[0.9987603,0.00005709313,0.0004217706,0.000322942,0.0002251962,0.0002126616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002985827,0.001412791,0.962599,0.0002355444,0.0002684637,0.000009940835,0.008763482,0.0000550415,0.0001712209,8.489914e-7,0.001307773,0.02219004],"study_design_scores_gemma":[0.002381402,0.0045318,0.9864922,0.0001075067,0.00003483142,0.000006334258,0.005234853,0.0002713903,0.00002567515,0.000004686058,0.000705465,0.0002039214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930451,0.002234865,0.000007837983,0.0003133566,0.001238138,0.002168068,0.0007927231,0.00007399368,0.0001258996],"genre_scores_gemma":[0.9969978,0.0001074886,0.000002888098,0.00008393984,0.0002456549,0.002004555,0.00006679916,0.00004333152,0.0004475598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2101664,"threshold_uncertainty_score":0.995571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03236289034552806,"score_gpt":0.3859735245302766,"score_spread":0.3536106341847485,"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."}}