{"id":"W2582747625","doi":"10.1089/lap.2016.0340","title":"Assessment of Port-Specific Pain After Gynecological Laparoscopy: A Prospective Cohort Clinical Trial","year":2016,"lang":"en","type":"article","venue":"Journal of Laparoendoscopic & Advanced Surgical Techniques","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laparoscopy; Prospective cohort study; Port (circuit theory); Surgery; Clinical trial; Postoperative pain; Cohort; Pelvic pain; Cohort study; General surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005392048,0.0005413782,0.002819568,0.0003907839,0.00005960436,0.00002547857,0.0004636574,0.0005019607,0.001558459],"category_scores_gemma":[0.002354994,0.0003141246,0.001275314,0.0004394769,0.0008854304,0.000359696,0.0001869063,0.001130917,0.000006101228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004834026,"about_ca_system_score_gemma":0.0005031353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001510069,"about_ca_topic_score_gemma":0.000001113441,"domain_scores_codex":[0.9924228,0.001130445,0.003678859,0.000731733,0.001354894,0.0006813055],"domain_scores_gemma":[0.9923019,0.003253625,0.001857285,0.0007530585,0.001238822,0.0005953571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08221372,0.005319257,0.7656375,0.0001906967,0.0007525422,0.006724747,0.00002615275,2.555061e-7,0.03329197,0.004067622,0.002711282,0.09906425],"study_design_scores_gemma":[0.09128516,0.07281328,0.3869625,0.004913516,0.0006874961,0.001808782,0.00007500684,0.0000049,0.2045913,0.01085142,0.2247199,0.001286795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764352,0.0008174169,0.009788904,0.001009453,0.0005430054,0.003078714,0.00002719252,0.0003310408,0.007969041],"genre_scores_gemma":[0.8897128,0.005357623,0.1031807,0.0002604699,0.0007088977,0.0003752572,0.000003621724,0.00005895942,0.0003417414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.378675,"threshold_uncertainty_score":0.9999311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222049673923087,"score_gpt":0.3837456186495505,"score_spread":0.3515251219103196,"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."}}