{"id":"W7161983998","doi":"10.82308/9919","title":"Risk factors related to chronic pain after breast cancer surgery: a prospective cohort study","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Prospective cohort study; Logistic regression; Chronic pain; Depression (economics); Risk factor; Cohort study; Chemotherapy","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":[0.0008351058,0.0003624969,0.0003545604,0.0005549978,0.0008223421,0.0006211246,0.0004034015,0.0005370583,0.001648471],"category_scores_gemma":[0.001394747,0.0004183791,0.0006201991,0.0008805509,0.0002605707,0.0004921242,0.0004886443,0.0007692823,0.0002808438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988319,"about_ca_system_score_gemma":0.0006760094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02602892,"about_ca_topic_score_gemma":0.02831411,"domain_scores_codex":[0.9994991,0.0001078988,0.00004075653,0.0001057136,0.0001179277,0.0001286185],"domain_scores_gemma":[0.9990172,0.0001276201,0.0003778236,0.00009407926,0.0001237262,0.0002594262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213007,0.00008203341,0.9990978,0.000004406312,0.00003862945,0.00005741303,0.00005313094,0.00001164507,0.00008609032,0.000004703315,0.00005843468,0.0003843249],"study_design_scores_gemma":[0.00001710356,0.0002558926,0.9991955,0.00000573039,0.00002371419,0.0001603412,0.0001410974,0.00008584857,0.00001448479,0.000005471503,0.00009099521,0.000003762686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992224,0.0001332861,0.00005103898,0.00003113625,0.000005961279,0.00003361305,0.0003717211,0.000001741378,0.0001491063],"genre_scores_gemma":[0.9989775,0.0001406998,0.00009246513,0.00003545222,0.00001137675,0.00003544045,0.0004873883,0.00000149019,0.0002181713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02602892,"threshold_uncertainty_score":0.05175483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005407429064550529,"score_gpt":0.261432929604647,"score_spread":0.2560255005400965,"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."}}