{"id":"W3028755962","doi":"10.1200/jco.2020.38.15_suppl.570","title":"Psychosocial outcomes following surgery in women with unilateral, nonhereditary breast cancer.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Mount Sinai Hospital; University of Toronto; Women's College Hospital","funders":"","keywords":"Lumpectomy; Medicine; Mastectomy; Psychosocial; Breast cancer; Prospective cohort study; Surgery; Cancer; Gynecology; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918768,0.0001349763,0.0002129462,0.0003608098,0.0003495467,0.0004177725,0.0002318451,0.0002326165,0.001489614],"category_scores_gemma":[0.002125333,0.0001154935,0.0003153067,0.0006893983,0.0002430917,0.0002083403,0.0004108893,0.0003723486,0.0001276683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008353418,"about_ca_system_score_gemma":0.0008159461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02977151,"about_ca_topic_score_gemma":0.06340478,"domain_scores_codex":[0.9997614,0.00004328308,0.00001960579,0.00003550671,0.00006768846,0.00007243817],"domain_scores_gemma":[0.9989692,0.0001104044,0.0006171823,0.00002317739,0.00008475165,0.0001952172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004298244,0.0000202975,0.9980404,0.0000185772,0.00001705667,0.0000444913,0.00007275314,0.0000203657,0.00004619208,0.000005215615,0.00008194144,0.001589822],"study_design_scores_gemma":[0.000001423696,0.00003062189,0.9997022,0.000004574357,0.000005072303,0.00006212159,0.0001048345,0.00002846953,0.000008347045,0.000004939903,0.00004619109,0.000001107307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988227,0.0003802514,0.00001668751,0.00008552316,0.000005071099,0.000008754398,0.0003822829,0.000001348727,0.0002972079],"genre_scores_gemma":[0.9994156,0.0001462324,0.00002418018,0.00002243945,0.000005237306,0.000007460079,0.0002754989,5.102581e-7,0.0001028688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02977151,"threshold_uncertainty_score":0.05919641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09677901833153778,"score_gpt":0.4255735186339138,"score_spread":0.3287945003023761,"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."}}