{"id":"W2073488495","doi":"10.5737/1181912x154215220","title":"Predictors of symptom distress in women with breast cancer during the first chemotherapy cycle","year":2005,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distress; Optimism; Breast cancer; Medicine; Clinical psychology; Chemotherapy; Psychological distress; Internal medicine; Cancer; Psychology; Psychiatry; Anxiety; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.0001561766,0.0001126719,0.000254441,0.0001848812,0.0001686562,0.00001592391,0.000131552,0.00009880043,0.0004669925],"category_scores_gemma":[0.000005277023,0.0000782904,0.00003748402,0.0002275864,0.0002399886,0.00006954879,0.000003408649,0.0004155746,0.000001087261],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007556605,"about_ca_system_score_gemma":0.001982177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01157303,"about_ca_topic_score_gemma":0.4617526,"domain_scores_codex":[0.9990234,0.00003580534,0.0002133441,0.0001249908,0.0001508397,0.0004515872],"domain_scores_gemma":[0.9992142,0.00002554141,0.0001092928,0.0001437313,0.00008409417,0.0004230933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002014688,0.0001837546,0.6745268,0.00005448081,0.0002175508,0.0002661201,0.03489666,0.0005722249,0.0001614425,0.00001317977,0.002936671,0.2841564],"study_design_scores_gemma":[0.002401086,0.0002051043,0.9719918,0.001101837,0.00003852506,0.001745203,0.003006664,0.00006047582,0.00008694166,0.000009517429,0.0192542,0.00009859729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589927,0.0008824343,0.000004431054,0.03807884,0.0003729299,0.0001221117,0.00005126238,0.000007251285,0.001488035],"genre_scores_gemma":[0.997521,0.0002627415,0.00001147426,0.00126135,0.0007616132,0.00001582373,0.000001002135,0.00002166264,0.0001433405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4501796,"threshold_uncertainty_score":0.9962532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004348883016673547,"score_gpt":0.2502383251913827,"score_spread":0.2458894421747091,"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."}}