{"id":"W19776233","doi":"10.1016/s0022-3999(03)00512-9","title":"Waiting for a breast biopsy","year":2003,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital; Université de Montréal","funders":"National Cancer Institute","keywords":"Distress; Coping (psychology); Breast cancer; Breast biopsy; Biopsy; Medicine; Clinical psychology; Psychology; Mammography; Cancer; Internal medicine","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":[0.0004915989,0.0003061301,0.0004370923,0.0007146696,0.003113162,0.001158311,0.0005199686,0.002891681,0.03734699],"category_scores_gemma":[0.003337404,0.0003456192,0.0009483977,0.0004135362,0.0005492182,0.001257872,0.0006158125,0.003307635,0.003805743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008662174,"about_ca_system_score_gemma":0.001510698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442241,"about_ca_topic_score_gemma":0.006506871,"domain_scores_codex":[0.9994962,0.00006346196,0.00004104996,0.00006222498,0.00006500824,0.0002718907],"domain_scores_gemma":[0.9982767,0.0004647303,0.000190168,0.00008898674,0.0001545214,0.0008249987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003271887,0.00120393,0.1999481,0.0004836255,0.0002836489,0.1254399,0.001003641,0.0005426648,0.01433204,0.006443816,0.2646689,0.3823778],"study_design_scores_gemma":[0.0005562479,0.002675247,0.2655606,0.001607169,0.0008717822,0.4096987,0.009585324,0.001922408,0.008047904,0.03684892,0.2622962,0.0003296292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4155257,0.03243261,0.004984844,0.3698856,0.02086099,0.0002916538,0.0009585774,0.0004949821,0.1545651],"genre_scores_gemma":[0.8591926,0.01172507,0.00329603,0.0699864,0.0154149,0.00008812392,0.0007374854,0.0001189609,0.03944049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03734699,"threshold_uncertainty_score":0.1249381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3206930784437891,"score_gpt":0.5156745999574947,"score_spread":0.1949815215137056,"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."}}