{"id":"W3119591098","doi":"10.2196/20636","title":"Cancer Patients’ Perceived Value of a Smartphone App to Enhance the Safety of Home-Based Chemotherapy: Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capecitabine; Medicine; Usability; Feeling; Focus group; Chemotherapy; Cancer; Physical therapy; Internal medicine; Psychology; Colorectal cancer","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":[0.003148116,0.000163723,0.0004956823,0.0001396765,0.0009581527,0.000004720515,0.0005728125,0.0001138985,0.000591274],"category_scores_gemma":[0.0004183485,0.0001116252,0.00007931345,0.001547929,0.0002290734,0.00009243317,0.0002099619,0.001097835,0.0001381281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004333649,"about_ca_system_score_gemma":0.001784525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127857,"about_ca_topic_score_gemma":0.0003251322,"domain_scores_codex":[0.9943724,0.002225144,0.001187537,0.000377336,0.001037153,0.0008004762],"domain_scores_gemma":[0.9952914,0.001500085,0.0004001623,0.0006595016,0.001620289,0.0005285788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008589417,0.005344221,0.6111598,0.006101379,0.00009154916,3.103784e-7,0.2849721,0.0001058285,0.001629918,0.0007795002,0.03781156,0.04341445],"study_design_scores_gemma":[0.002562174,0.001864943,0.9734458,0.0001825167,0.000005655769,1.286331e-8,0.01037398,0.000513187,0.0004779414,0.00007944971,0.01039359,0.0001007779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681204,0.00006233189,0.0004437741,0.01199838,0.00009227148,0.01809147,0.0003245664,0.00003657665,0.0008302351],"genre_scores_gemma":[0.9805388,0.0001060578,0.00009876401,0.002283245,0.00008532266,0.01676302,0.00002305942,0.00002389316,0.00007777753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.362286,"threshold_uncertainty_score":0.7369432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09657357039365484,"score_gpt":0.522278992065766,"score_spread":0.4257054216721112,"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."}}