{"id":"W2968070563","doi":"10.2196/15539","title":"Feasibility of an Interactive Patient Portal for Monitoring Physical Activity, Remote Symptom Reporting, and Patient Education in Oncology: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient portal; Thematic analysis; Psychological intervention; Medicine; Cohort; Coaching; Focus group; Health literacy; Personalization; Intervention (counseling); Qualitative research; Medical education; Family medicine; Health care; Psychology; Nursing; World Wide Web","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":[0.0002205389,0.0001201677,0.00040962,0.0000718974,0.00001942311,0.000006567967,0.00003076136,0.00005180017,0.00001221235],"category_scores_gemma":[0.0001015378,0.0001068877,0.0000655788,0.0001119447,0.00003275733,0.0001523426,0.00003940266,0.0001712879,3.56968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005205614,"about_ca_system_score_gemma":0.0005360427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00469545,"about_ca_topic_score_gemma":0.002467102,"domain_scores_codex":[0.9987776,0.0001341958,0.0003752459,0.0003673269,0.0002077291,0.0001378552],"domain_scores_gemma":[0.9986317,0.0001216173,0.0006908171,0.0002368272,0.000244227,0.00007477089],"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":[0.001722711,0.002768363,0.3047141,0.0001508095,0.00004969157,0.000004186674,0.2921303,0.000003732787,0.002251989,0.00000368625,0.00001846109,0.3961819],"study_design_scores_gemma":[0.001416226,0.005382508,0.6429692,0.0003808887,0.00005930521,0.000005061494,0.3408397,0.0001607111,0.0083041,0.0001066587,0.0002101955,0.0001654699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961023,0.00006214579,0.000002846185,0.00008477797,0.0006927314,0.002622665,0.0000206776,0.00001331317,0.0003985856],"genre_scores_gemma":[0.9993923,0.000003377471,0.00005581174,0.00002918324,0.0001122348,0.0003305414,0.000007056532,0.00001481959,0.000054717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3960165,"threshold_uncertainty_score":0.7098148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05256836418148002,"score_gpt":0.4869083919532226,"score_spread":0.4343400277717425,"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."}}