{"id":"W4205678081","doi":"10.2196/30974","title":"Web-Based Lifestyle Interventions for Survivors of Cancer: Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health; American Cancer Society","keywords":"Psychological intervention; Intervention (counseling); Medicine; Usability; Physical activity; Population; Gerontology; Page view; The Internet; Psychology; World Wide Web; Physical therapy; Nursing; Computer science; Web navigation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005573944,0.0004441426,0.0007393714,0.0008453159,0.0006675371,0.0007163552,0.0003580231,0.0005211264,0.00190493],"category_scores_gemma":[0.01156464,0.0003635064,0.001023414,0.0006611648,0.0002980116,0.0008143119,0.0008234693,0.0004848271,0.0003691727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004404518,"about_ca_system_score_gemma":0.001227631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199352,"about_ca_topic_score_gemma":0.004164862,"domain_scores_codex":[0.997767,0.001119442,0.0002930553,0.0001742513,0.0004341543,0.0002121312],"domain_scores_gemma":[0.9933031,0.003168127,0.0007967678,0.000542662,0.001545476,0.0006438454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007161434,0.05542871,0.6230448,0.003273098,0.001191261,0.0006553217,0.02892294,0.0004826834,0.005295991,0.0001444015,0.003379987,0.2710194],"study_design_scores_gemma":[0.001975607,0.06629235,0.9110683,0.0004269056,0.0007137093,0.0004871427,0.01035639,0.00124182,0.001589381,0.0000831882,0.005684651,0.00008045502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981114,0.0001176047,0.0001672713,0.00004091235,0.000006800301,0.0009303933,0.0001646774,0.0000210999,0.0004398574],"genre_scores_gemma":[0.9944958,0.0004037662,0.001695044,0.0001544734,0.00002478198,0.002140597,0.0004183211,0.00001592415,0.0006512928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005573944,"threshold_uncertainty_score":0.02947819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100668282816164,"score_gpt":0.47702385217319,"score_spread":0.376355569357026,"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."}}