{"id":"W2758359881","doi":"10.2196/cancer.8192","title":"A Mobile Breast Cancer Survivorship Care App: Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Survivorship curve; Psychosocial; Breast cancer; Medicine; Quality of life (healthcare); Health care; Cancer survivor; Family medicine; Nursing; Gerontology; Cancer; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001503637,0.0003445107,0.0005499244,0.00009424885,0.0004889445,0.0001538814,0.0004495141,0.00009028201,0.002039556],"category_scores_gemma":[0.0000129175,0.0002960235,0.0001438837,0.0001499571,0.0001504903,0.0002013851,0.0001744209,0.0003821085,0.00007249254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005076622,"about_ca_system_score_gemma":0.0004474133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1197233,"about_ca_topic_score_gemma":0.2774011,"domain_scores_codex":[0.9978943,0.00006290149,0.0002811824,0.0006441651,0.0005850301,0.0005323455],"domain_scores_gemma":[0.9976179,0.00002215465,0.0002076939,0.001432807,0.0004032948,0.0003161731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001438447,0.0006803189,0.923296,0.0003873823,0.0002234033,0.00009702008,0.01167807,0.000008741482,0.000467152,0.00001959195,0.004272259,0.05743164],"study_design_scores_gemma":[0.003547372,0.002023876,0.9304338,0.0003821554,0.0002787441,0.00002461203,0.009586668,0.00001024787,0.0002689186,0.00001213359,0.05293278,0.0004987501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786679,0.00515501,0.000003655192,0.0006993549,0.002380179,0.002289201,0.0004383284,0.0002040623,0.01016232],"genre_scores_gemma":[0.9840273,0.0003790679,0.00000526554,0.0005377352,0.001766201,0.005594996,0.00001772405,0.00008589991,0.007585848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1576779,"threshold_uncertainty_score":0.9999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03749857611187005,"score_gpt":0.360067348308517,"score_spread":0.3225687721966469,"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."}}