{"id":"W4312094902","doi":"10.1097/j.pain.0000000000002827","title":"A vision and path forward for PAIN (2023-2028) from the incoming Editor-in-Chief","year":2022,"lang":"en","type":"article","venue":"Pain","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Honor; Patience; Kindness; Editor in chief; Medicine; Psychology; Management; Political science; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03493142,0.0001124298,0.0001247585,0.00005997424,0.0004156067,0.00007289088,0.0002730428,0.00002399723,0.00007937689],"category_scores_gemma":[0.009169263,0.00008551646,0.00005276936,0.0002205218,0.00003265838,0.0000722167,0.0002350773,0.0001796395,0.000006298837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004108868,"about_ca_system_score_gemma":0.00001306476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195436,"about_ca_topic_score_gemma":0.00005509099,"domain_scores_codex":[0.9899112,0.009083793,0.0001465912,0.0003521681,0.0002515991,0.000254661],"domain_scores_gemma":[0.9671704,0.03253315,0.00005772891,0.0002003173,0.000004019206,0.00003437776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003341512,0.0001369701,0.02701146,0.00008994096,0.00001398375,0.0000408189,0.001825391,0.0003696783,0.03079138,0.001033741,0.4681253,0.4702272],"study_design_scores_gemma":[0.0005800418,0.000192107,0.001488868,0.00003192339,0.00001000085,3.543297e-7,0.0004848971,0.4389259,0.0002882637,0.00482927,0.5529891,0.0001793028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.254627,0.001470052,0.6953565,0.02201962,0.01101808,0.008780411,0.0006527864,0.0004869656,0.005588565],"genre_scores_gemma":[0.992511,0.00001988083,0.0002722993,0.00539085,0.0009395853,0.0003532009,0.00001786877,0.00001853559,0.0004767462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.737884,"threshold_uncertainty_score":0.9991769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236024939793834,"score_gpt":0.2467175937661926,"score_spread":0.2343573443682543,"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."}}