{"id":"W4283277431","doi":"10.7554/elife.74149","title":"Different brain systems support learning from received and avoided pain during human pain-avoidance learning","year":2022,"lang":"en","type":"article","venue":"eLife","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Neuroscience; Neurochemical; Functional magnetic resonance imaging; Opioidergic; Psychology; Opioid; Dopaminergic; Endogenous opioid; Naltrexone; Medicine; Dopamine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001983942,0.0002343281,0.0004377732,0.000102804,0.0009570224,0.00004581629,0.00008362165,0.00006049372,0.0004007071],"category_scores_gemma":[0.0006684079,0.0002191384,0.0000803095,0.00009993695,0.00002522325,0.00004482206,0.0001417594,0.0006963947,0.00001515537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089595,"about_ca_system_score_gemma":0.00003203528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003024157,"about_ca_topic_score_gemma":0.00001443104,"domain_scores_codex":[0.9967136,0.001618641,0.000328291,0.0004599273,0.0005074408,0.0003721359],"domain_scores_gemma":[0.9989252,0.000441943,0.0001768752,0.0002197587,0.00003440761,0.0002017911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000255548,0.0003549625,0.7631032,0.0002703134,0.0004616496,0.0008992114,0.004131939,0.001326045,0.2226996,0.0001313072,0.001330886,0.005035284],"study_design_scores_gemma":[0.01557207,0.005391665,0.8667635,0.0009863692,0.0003676545,0.0001654117,0.01991831,0.03021169,0.01085472,0.000197302,0.04817642,0.001394854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970428,0.0006272907,0.0008662507,0.0004808719,0.0001458115,0.0004009572,0.000007338624,0.0002105489,0.0002181576],"genre_scores_gemma":[0.9881424,0.00004223877,0.0001006082,0.0005263673,0.0001843473,0.0001475,0.0002333198,0.00005517364,0.01056805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118449,"threshold_uncertainty_score":0.8936204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574812549615191,"score_gpt":0.2434284189365644,"score_spread":0.2276802934404125,"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."}}