{"id":"W4391219191","doi":"10.29289/259453942023v33s1030","title":"Predictors of biopsychosocial distress in women with locally advanced and/or metastatic breast cancer","year":2023,"lang":"en","type":"article","venue":"Mastology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Biopsychosocial model; Breast cancer; Anxiety; Physical therapy; Psychosocial; Distress; Palliative care; Nausea; Metastatic breast cancer; Cancer; Internal medicine; Clinical psychology; Psychiatry; Nursing","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":[0.0004613261,0.0001821499,0.000189052,0.0004830117,0.0002470887,0.0002410116,0.0001699764,0.0002176309,0.00192161],"category_scores_gemma":[0.003297266,0.00009655941,0.0002018812,0.0004425987,0.0002413702,0.0002277196,0.0004063488,0.0003380277,0.0001370814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481597,"about_ca_system_score_gemma":0.0002484792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320887,"about_ca_topic_score_gemma":0.004154586,"domain_scores_codex":[0.999726,0.00009752065,0.00002372809,0.00002377233,0.00008563814,0.00004324053],"domain_scores_gemma":[0.9986538,0.0002833216,0.0007315621,0.00002179354,0.0001023321,0.0002071568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001989456,0.00002038422,0.9988757,0.000008199754,0.00001124908,0.00004083313,0.00008459449,0.00001953851,0.00007788499,0.000004361012,0.00003086467,0.000806533],"study_design_scores_gemma":[0.00000163271,0.000055172,0.999443,0.000005294368,0.000004344665,0.0001383301,0.0002228027,0.00005819943,0.00001401134,0.000005818209,0.00005003821,0.000001304079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995248,0.0001454524,0.00002455189,0.0000512826,0.000002300335,0.000007191177,0.00004459382,0.000001175247,0.000198688],"genre_scores_gemma":[0.9998081,0.00005201628,0.0000254644,0.00001028376,0.000003618843,0.000003349466,0.00005111401,2.852827e-7,0.00004578572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002320887,"threshold_uncertainty_score":0.00642848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106708516576291,"score_gpt":0.2817172902987232,"score_spread":0.2710464386410941,"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."}}