{"id":"W1755490855","doi":"10.1111/j.1399-6576.2008.01641.x","title":"Prediction of post‐operative pain after a laparoscopic tubal ligation procedure","year":2008,"lang":"en","type":"article","venue":"Acta Anaesthesiologica Scandinavica","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gunnar Nilssons Cancerstiftelse","keywords":"Medicine; Anxiety; Pain catastrophizing; Visual analogue scale; Physical therapy; Mood; McGill Pain Questionnaire; Hospital Anxiety and Depression Scale; Pain scale; Pain assessment; Depression (economics); Anesthesia; Chronic pain; Psychiatry; Pain management","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":[0.0005032149,0.0003217398,0.0002563753,0.0004492587,0.0001639917,0.0003716633,0.0002118607,0.0003771028,0.002104703],"category_scores_gemma":[0.005241098,0.0001309169,0.000288426,0.0002272428,0.000292893,0.0002280607,0.0003210078,0.0004615502,0.0002316926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001531484,"about_ca_system_score_gemma":0.0002436753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005119519,"about_ca_topic_score_gemma":0.0005862008,"domain_scores_codex":[0.9996723,0.0001206935,0.00003672674,0.00002742319,0.00008348552,0.00005941179],"domain_scores_gemma":[0.9969329,0.001350548,0.001187594,0.00005167705,0.0001575219,0.0003198416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002927589,0.00006879472,0.993691,0.00002085105,0.00002361947,0.0000929127,0.00003357702,0.0001201991,0.0003045865,0.000006147562,0.00005909406,0.005286519],"study_design_scores_gemma":[0.00001178042,0.0004779125,0.9981345,0.00001002369,0.00001666768,0.0005828788,0.00005564829,0.0005155826,0.0001164028,0.00001753016,0.00005683327,0.00000419838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991285,0.0003220671,0.0002548178,0.00005043404,0.000006360334,0.00001293806,0.00005288769,0.000004979227,0.0001670857],"genre_scores_gemma":[0.9995191,0.0001207929,0.0001793804,0.00001074511,0.00001608446,0.000009892766,0.00008106402,7.789407e-7,0.00006209718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002104703,"threshold_uncertainty_score":0.007040918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947048265034248,"score_gpt":0.2844357803445922,"score_spread":0.2549652976942497,"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."}}