{"id":"W4396530394","doi":"10.2196/preprints.52957","title":"Digital Remote Monitoring Using an mHealth Solution for Survivors of Cancer: Protocol for a Pilot Observational Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Observational study; Protocol (science); Computer science; Medicine; World Wide Web; Internal medicine; Nursing; Psychological intervention; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0238667,0.002543282,0.003420961,0.001796298,0.003624323,0.002146378,0.002202624,0.00350232,0.05723998],"category_scores_gemma":[0.01861845,0.002339724,0.002998605,0.001757895,0.001890596,0.002157892,0.0019232,0.004371307,0.01482648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003476203,"about_ca_system_score_gemma":0.01540081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004529741,"about_ca_topic_score_gemma":0.006191992,"domain_scores_codex":[0.9907489,0.005076582,0.001629469,0.0008015324,0.0009089875,0.0008344839],"domain_scores_gemma":[0.9886324,0.002689246,0.001409342,0.001660093,0.004128596,0.001480379],"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":[0.219852,0.1272919,0.01457826,0.06787674,0.001384906,0.003320891,0.00932898,0.007216497,0.0136796,0.008856419,0.1679235,0.3586903],"study_design_scores_gemma":[0.2977219,0.1754787,0.07680272,0.02867107,0.0009452029,0.0009422841,0.008576317,0.004505289,0.007632279,0.008121408,0.3896437,0.0009591287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002020595,0.00009083743,0.001477358,0.0001057446,0.0001096082,0.9945412,0.001167173,0.00003398729,0.0004534062],"genre_scores_gemma":[0.0008992944,0.00005838793,0.00150676,0.00008210603,0.0000177785,0.9970797,0.0001802756,0.000002329984,0.0001734378],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05723998,"threshold_uncertainty_score":0.1914868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3951111706061462,"score_gpt":0.4758701388030014,"score_spread":0.08075896819685519,"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."}}