{"id":"W3014684191","doi":"10.1002/ejp.1569","title":"Neuropathic pain after thoracotomy: Tracking signs and symptoms before and at monthly intervals following surgery","year":2020,"lang":"en","type":"article","venue":"European Journal of Pain","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Institut Universitaire de Gériatrie de Montréal; McGill University; Concordia University; McGill University Health Centre","funders":"Réseau en Bio-Imagerie du Quebec; Louise and Alan Edwards Foundation; Pfizer","keywords":"Neuropathic pain; Medicine; Anxiety; Depression (economics); Allodynia; Anesthesia; Thoracotomy; Quality of life (healthcare); Physical therapy; Hyperalgesia; Surgery; Internal medicine; Nociception; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009904892,0.0001999548,0.0004581113,0.0001041033,0.00007854383,0.00005690753,0.00006360206,0.00002787129,0.00002919044],"category_scores_gemma":[0.00174729,0.0001506037,0.0002308193,0.00009924542,0.00003439312,0.0001415397,0.00007397847,0.0002709215,0.000008064269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003242302,"about_ca_system_score_gemma":0.00002738712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.506093e-7,"about_ca_topic_score_gemma":0.000001253646,"domain_scores_codex":[0.9954224,0.003370889,0.0005158448,0.0002140303,0.0002520661,0.0002248235],"domain_scores_gemma":[0.9986561,0.0005306948,0.0002515503,0.0001075605,0.00005125312,0.0004028713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000765833,0.0001420784,0.5341973,0.0003232899,0.0005479923,0.04941774,0.006534965,0.000006111531,0.01929306,0.000005951794,0.0009570071,0.3878087],"study_design_scores_gemma":[0.00870063,0.01883875,0.9273779,0.008699499,0.001938079,0.001831461,0.002202125,0.009071283,0.002611085,0.0002313125,0.01726351,0.001234309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901396,0.001762355,0.00614196,0.001557251,0.0001118942,0.0001371512,0.000003882519,0.000026616,0.0001192679],"genre_scores_gemma":[0.9948465,0.0000403235,0.000713871,0.003987516,0.000282745,0.000001173845,0.000002698801,0.00005993948,0.00006519944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3931806,"threshold_uncertainty_score":0.614144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279837191273654,"score_gpt":0.2433143069948138,"score_spread":0.2205159350820772,"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."}}