{"id":"W4206422154","doi":"10.2196/31118","title":"An Analysis of Health Care Team Communication Needs Among Younger vs Older Breast Cancer Survivors: Web-Based Survey","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosocial; Breast cancer; Medicine; Survivorship curve; Health care; Family medicine; Gerontology; Cancer; Psychiatry; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002102876,0.0001325312,0.0002715365,0.001158966,0.0004599912,0.0005711325,0.0002477079,0.000449056,0.001600934],"category_scores_gemma":[0.006177333,0.0001554911,0.0003952056,0.001096031,0.0001685168,0.0006129392,0.0007407911,0.0004684676,0.0002506002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005454815,"about_ca_system_score_gemma":0.0005364632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006047562,"about_ca_topic_score_gemma":0.006474155,"domain_scores_codex":[0.9991749,0.000274693,0.0001802266,0.00008694833,0.0001700299,0.0001132056],"domain_scores_gemma":[0.993548,0.001840806,0.002788402,0.0001440965,0.0008638611,0.0008148218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005337721,0.0001007497,0.9950206,0.00003873304,0.00002931065,0.00003768451,0.001589829,0.0000232212,0.0001375883,0.000007041228,0.0001818756,0.00278006],"study_design_scores_gemma":[0.000005483418,0.0001227258,0.9952202,0.00001484644,0.000009375276,0.00006343971,0.004173164,0.0001188373,0.0000394918,0.000006061671,0.0002227996,0.000003565869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991961,0.00003421143,0.00003342763,0.00005455154,0.000001659526,0.00002872211,0.0004079704,0.000002208808,0.0002411402],"genre_scores_gemma":[0.9989724,0.0000746189,0.0001635973,0.0000842853,0.000005551086,0.00008764327,0.0004726483,0.000001619602,0.000137581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006047562,"threshold_uncertainty_score":0.01202476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670904294860161,"score_gpt":0.3292515413227344,"score_spread":0.3125424983741328,"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."}}