{"id":"W3158227718","doi":"10.1245/s10434-021-10017-x","title":"ASO Author Reflections: Psychosocial Outcomes After Breast Cancer Treatment","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Surgical oncology; Medicine; Psychosocial; Breast cancer; General surgery; Oncology; Internal medicine; Family medicine; Gynecology; Cancer; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01054646,0.0006725896,0.0008186622,0.0009028216,0.003246187,0.006138866,0.002300902,0.01875726,0.01227396],"category_scores_gemma":[0.07139739,0.0004440888,0.001260262,0.001021483,0.002289374,0.004638652,0.003542226,0.02560458,0.0053745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002747505,"about_ca_system_score_gemma":0.01178833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00632732,"about_ca_topic_score_gemma":0.01738193,"domain_scores_codex":[0.9921783,0.002512258,0.0008591398,0.0006252966,0.002754507,0.001070419],"domain_scores_gemma":[0.9217636,0.04063928,0.003806581,0.001872013,0.02156071,0.01035777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004563229,0.00006378344,0.001195134,0.0001109377,0.00001319354,0.0001275026,0.000405715,0.00002318709,0.00005620479,0.0004744748,0.9855177,0.0119666],"study_design_scores_gemma":[0.0002394209,0.00027705,0.0105748,0.002618342,0.0002058951,0.0007555949,0.009924643,0.0002264838,0.0005522818,0.00666684,0.9678019,0.0001567074],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007930283,0.00177629,0.00003867934,0.8938326,0.1011894,0.000007356711,0.0000805522,0.000009819173,0.002272285],"genre_scores_gemma":[0.01200476,0.006999392,0.0002276491,0.8260804,0.1430154,0.00006268206,0.00008412285,0.00004212989,0.0114835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01875726,"threshold_uncertainty_score":0.0557757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085299621989299,"score_gpt":0.467546407500005,"score_spread":0.3590164453010751,"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."}}