{"id":"W4286433001","doi":"10.5306/wjco.v13.i7.577","title":"Edmonton Symptom Assessment Scale may reduce medical visits in patients undergoing chemotherapy for breast cancer","year":2022,"lang":"en","type":"article","venue":"World Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Chemotherapy; Internal medicine; Cancer; Stage (stratigraphy); Adjuvant chemotherapy; Clinical endpoint; Adjuvant; Oncology; Randomized controlled trial","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":[0.000602506,0.0001845421,0.0002588269,0.0002933656,0.0001228772,0.0001891999,0.0001473689,0.0001961192,0.002044123],"category_scores_gemma":[0.004358227,0.00006284496,0.0003419055,0.0002966464,0.000110526,0.0001709388,0.000253501,0.0002789688,0.0001421517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932275,"about_ca_system_score_gemma":0.0002288119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007314717,"about_ca_topic_score_gemma":0.001538295,"domain_scores_codex":[0.9996661,0.0001559127,0.00002985218,0.00003072076,0.00007926415,0.00003808816],"domain_scores_gemma":[0.9984109,0.000520074,0.0007292731,0.00002920854,0.00008883962,0.0002217022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008451006,0.0002720654,0.9780271,0.00006068105,0.0001212213,0.00005602326,0.00006422884,0.000154806,0.0002574134,0.0000217173,0.0007786565,0.01934095],"study_design_scores_gemma":[0.00005019294,0.0005017243,0.9986783,0.0000112918,0.00002930477,0.00008449297,0.00003567354,0.0002208458,0.00004319728,0.00002182353,0.0003208877,0.000002202356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981118,0.0007194402,0.00005917994,0.0002286041,0.00002118938,0.00001871917,0.00009754406,0.000004404996,0.0007391072],"genre_scores_gemma":[0.9991955,0.0002076618,0.000185093,0.00006456078,0.00002251158,0.00001508182,0.0001382715,7.133079e-7,0.0001705939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002044123,"threshold_uncertainty_score":0.006838262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651418782454969,"score_gpt":0.4279028001069025,"score_spread":0.4013886122823528,"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."}}