{"id":"W2904280049","doi":"10.2196/10813","title":"Adaptation and Implementation of a Mobile Phone–Based Remote Symptom Monitoring System for People With Cancer in Europe","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Multinational corporation; Mobile phone; Medicine; Psychological intervention; Randomized controlled trial; Health care; Clinical trial; Adaptation (eye); Medical education; Business; Nursing; Psychology; Political science; Computer science; Telecommunications","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":[0.00008363937,0.00009481138,0.000210006,0.00008274581,0.00003365076,0.000008941403,0.00002883263,0.00003331791,0.00005329507],"category_scores_gemma":[0.000002915676,0.00008068664,0.00002053814,0.0003434612,0.00002761572,0.00006140389,0.000008135728,0.00004493337,5.90262e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183743,"about_ca_system_score_gemma":0.000283848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01965308,"about_ca_topic_score_gemma":0.06666131,"domain_scores_codex":[0.9993006,0.00001776406,0.0001815163,0.0001933371,0.0001590364,0.0001477292],"domain_scores_gemma":[0.9993702,0.00002478729,0.0001096866,0.0001173722,0.0003307788,0.00004719856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002720133,0.00005428502,0.6580489,0.003652523,0.0001136011,0.00000505062,0.02812993,0.0004718972,0.02440789,0.00003033439,0.0002413332,0.2821241],"study_design_scores_gemma":[0.01218397,0.002041487,0.7852699,0.004450747,0.0002949609,0.000007868755,0.0302315,0.01122901,0.1452125,0.00000377807,0.008635987,0.0004382723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965292,0.0008917045,0.000844071,0.00009810129,0.0003689504,0.001075633,0.0000753002,0.00002714299,0.00008990052],"genre_scores_gemma":[0.9982228,0.0001007438,0.0002370919,0.00003555485,0.0003454316,0.0009468886,0.00001096966,0.0000251064,0.00007540557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2816858,"threshold_uncertainty_score":0.9868751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190860140869005,"score_gpt":0.3363547374771921,"score_spread":0.3172687233902917,"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."}}