{"id":"W2800575252","doi":"10.2196/mhealth.9438","title":"Mobile Breast Cancer e-Support Program for Chinese Women With Breast Cancer Undergoing Chemotherapy (Part 2): Multicenter Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Newcastle Australia; National Natural Science Foundation of China; Hunter Cancer Research Alliance","keywords":"Breast cancer; Medicine; Randomized controlled trial; Oncology; Chemotherapy; Cancer; Internal medicine; Gynecology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001150263,0.0004388666,0.002134641,0.0001393092,0.0003288928,0.00005847601,0.00009844627,0.0001693234,0.0008322085],"category_scores_gemma":[0.00002382482,0.0002649651,0.0002214013,0.000280409,0.0003224448,0.0001254197,0.00002029647,0.0002647152,0.000003944975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937572,"about_ca_system_score_gemma":0.002430802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004751,"about_ca_topic_score_gemma":0.005067286,"domain_scores_codex":[0.9968664,0.0001760028,0.000839501,0.0006316379,0.0004142888,0.001072188],"domain_scores_gemma":[0.9975297,0.0002492425,0.0005087323,0.0003331238,0.000449121,0.0009300659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.93189,0.0006503803,0.005300625,0.001677862,0.0003311666,0.000002522258,0.005783304,6.537982e-7,0.000005487639,0.00001136473,0.00153453,0.05281207],"study_design_scores_gemma":[0.977764,0.004844545,0.007480502,0.0003523979,0.0003549277,0.00006134864,0.0008875621,0.0004475469,0.000003120505,0.00002068312,0.007484067,0.0002993546],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671022,0.001072778,0.00006637624,0.005694531,0.00137857,0.02379862,0.0003432875,0.0001911795,0.0003524617],"genre_scores_gemma":[0.9408938,0.003697719,0.0001713928,0.006653514,0.003991009,0.04294355,0.00004475935,0.00009041921,0.001513864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05251271,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604696273055182,"score_gpt":0.3697145117288095,"score_spread":0.3536675489982577,"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."}}