{"id":"W2434565322","doi":"10.12788/jcso.0169","title":"A qualitative exploration of supports and unmet needs of diverse young women with breast cancer","year":2015,"lang":"en","type":"article","venue":"The Journal of Community and Supportive Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"National Institutes of Health; University of California, San Francisco; American Society of Clinical Oncology; Susan G. Komen; University of Pennsylvania; Johns Hopkins University; John Jay College of Criminal Justice; University of Southern California","keywords":"Ethnic group; Breast cancer; Survivorship curve; Medicine; Qualitative research; Gerontology; Family medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002414134,0.00008122053,0.0004500747,0.0001229229,0.00006182513,0.000002899229,0.00007867103,0.00005396438,0.00005825972],"category_scores_gemma":[0.00006284761,0.0000483181,0.00002507953,0.0001627869,0.000532029,0.0002138333,0.00006308836,0.0003679239,1.084145e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121369,"about_ca_system_score_gemma":0.0005031089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618622,"about_ca_topic_score_gemma":0.002997963,"domain_scores_codex":[0.9982125,0.001136662,0.0003341445,0.00002325654,0.0001866514,0.0001067493],"domain_scores_gemma":[0.9980687,0.0003446816,0.0005721701,0.0001271608,0.0007494444,0.0001378492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00949497,0.0002569012,0.02390024,0.00009122533,0.0002946646,0.00001428252,0.9582561,0.000006013424,0.0007956135,0.0001302009,0.0004243552,0.006335407],"study_design_scores_gemma":[0.002243576,0.006515068,0.04733773,0.00009226129,0.0002687596,0.0008636069,0.9409103,0.000002349024,0.0003859339,0.000995265,0.0003309203,0.0000542097],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965791,0.0002878125,0.0002206497,0.001948243,0.00007660838,0.0001014127,0.00003525521,0.000001882915,0.0007490118],"genre_scores_gemma":[0.9991647,0.0005204167,0.00003485878,0.0001665728,0.00003019522,0.000003512292,0.000003217377,0.000005634357,0.000070908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02343749,"threshold_uncertainty_score":0.3958591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09562079364545988,"score_gpt":0.3928375711442752,"score_spread":0.2972167774988153,"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."}}