{"id":"W2518745652","doi":"10.2196/cancer.5711","title":"EHealth Acceptance and New Media Preferences for Therapy Assistance Among Breast Cancer Patients","year":2016,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; eHealth; Breast cancer; Medicine; Mobile phone; Family medicine; The Internet; Telemedicine; Health care; Cancer; Nursing; Internal medicine; Telecommunications; World Wide Web; Psychological intervention","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007353355,0.000220259,0.0003464069,0.00005496016,0.00008067567,0.00002681376,0.0001205599,0.0001149856,0.0009659348],"category_scores_gemma":[0.00001698932,0.0001363621,0.00008128529,0.0001636923,0.0001237697,0.0002143222,0.00002251819,0.00009846532,0.000003156806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627395,"about_ca_system_score_gemma":0.0004685287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627219,"about_ca_topic_score_gemma":0.03325973,"domain_scores_codex":[0.9985685,0.000023662,0.0002393192,0.0004555367,0.0003211204,0.0003918181],"domain_scores_gemma":[0.9989339,0.00009972257,0.0001554769,0.0002435897,0.000236224,0.0003310682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007194554,0.00003859403,0.6332505,0.00007437918,0.00003768866,3.969303e-7,0.00076896,7.876616e-8,0.0001346536,0.00002623875,0.01096569,0.3539833],"study_design_scores_gemma":[0.003481533,0.0001409525,0.9505491,0.0005575677,0.00002695279,8.960848e-7,0.00008671105,0.000002191462,0.0004478675,0.0001818626,0.04431985,0.0002045001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862343,0.006166729,0.0001088517,0.004122838,0.001166683,0.001074122,0.0006759205,0.00007033704,0.0003802047],"genre_scores_gemma":[0.9860131,0.008014572,0.00004477498,0.001198838,0.001035364,0.001249894,0.00001217395,0.00004009814,0.002391199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3537788,"threshold_uncertainty_score":0.9999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804015397011243,"score_gpt":0.3272183848257111,"score_spread":0.2891782308555987,"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."}}