{"id":"W4396508193","doi":"10.2196/52957","title":"Digital Remote Monitoring Using an mHealth Solution for Survivors of Cancer: Protocol for a Pilot Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Observational study; Psychological intervention; Medicine; Telemedicine; Gerontology; Health care; Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03298306,0.003220645,0.004441908,0.001976856,0.004573158,0.00240914,0.002771009,0.004351762,0.04172478],"category_scores_gemma":[0.0224624,0.002280642,0.003239061,0.001924812,0.00286767,0.002267283,0.002423431,0.005978332,0.01145438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004131588,"about_ca_system_score_gemma":0.01850426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004041366,"about_ca_topic_score_gemma":0.006224483,"domain_scores_codex":[0.9891176,0.005902309,0.001678556,0.0009293121,0.001290796,0.001081448],"domain_scores_gemma":[0.985575,0.003165034,0.001894266,0.002183939,0.005172119,0.002009607],"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":[0.2401542,0.2099536,0.01317373,0.06533324,0.001463856,0.004444721,0.01031287,0.009938256,0.01767493,0.01035992,0.09941429,0.3177764],"study_design_scores_gemma":[0.2934915,0.2485735,0.05923611,0.02482155,0.001193558,0.001122282,0.007898804,0.005382657,0.009093262,0.009747773,0.3383498,0.00108901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001888286,0.00007014712,0.001395236,0.00006792114,0.00006293611,0.9955591,0.0006039358,0.00002543882,0.0003269512],"genre_scores_gemma":[0.0008474542,0.00005532925,0.001590884,0.00005274063,0.00001213451,0.997203,0.0001068029,0.000002084049,0.0001296228],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04172478,"threshold_uncertainty_score":0.1744331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6969087911324907,"score_gpt":0.6456201325532044,"score_spread":0.05128865857928633,"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."}}