{"id":"W2326152705","doi":"10.1097/01.cot.0000289690.91736.93","title":"Navigating through the Questions, Choices, & Conflicting Emotions of Advanced Breast Cancer","year":2005,"lang":"en","type":"article","venue":"Oncology Times","topic":"Family Support in Illness","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Psychosocial; Alliance; Agency (philosophy); Presentation (obstetrics); Medicine; Cancer; Family medicine; Psychology; Gerontology; Sociology; Political science; Psychiatry; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002007616,0.0003736397,0.0003127237,0.0003040536,0.009363282,0.003863796,0.0005553775,0.001745891,0.005625187],"category_scores_gemma":[0.005727069,0.0002579194,0.0003498641,0.0003163274,0.004891703,0.00214191,0.003547063,0.005927365,0.001524389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007341162,"about_ca_system_score_gemma":0.006291217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0942116,"about_ca_topic_score_gemma":0.233423,"domain_scores_codex":[0.9979082,0.001214134,0.00004331027,0.00009498541,0.0003614864,0.0003778189],"domain_scores_gemma":[0.9967222,0.001095562,0.0003626089,0.00009048855,0.0004704988,0.001258621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001218235,0.00008692434,0.01044846,0.0004394396,0.00003437509,0.002128629,0.1685452,0.0001454059,0.001311269,0.00279471,0.7266459,0.08729775],"study_design_scores_gemma":[0.00003568352,0.0001144887,0.02275452,0.000612277,0.00002071583,0.003666679,0.3296003,0.0001933521,0.0003679765,0.002637706,0.6398811,0.0001153964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1837284,0.03104983,0.001967771,0.629374,0.01053089,0.0002265337,0.0004480463,0.0002544324,0.1424201],"genre_scores_gemma":[0.7691861,0.0160595,0.003317856,0.1309551,0.001813482,0.0002413058,0.0001950904,0.0001319217,0.07809956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0942116,"threshold_uncertainty_score":0.1873265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903822778503013,"score_gpt":0.3988593157438715,"score_spread":0.3698210879588414,"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."}}