{"id":"W3198341451","doi":"10.11154/pain.36.109","title":"Transition from acute pain service to transitional pain service","year":2021,"lang":"en","type":"article","venue":"PAIN RESEARCH","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Pain catastrophizing; Perioperative; Chronic pain; Physical therapy; Depression (economics); Pain medicine; Multidisciplinary approach; Distress; Anesthesiology; Anesthesia; Psychiatry; Clinical psychology","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":[0.001183973,0.0001841884,0.0002327476,0.0007487354,0.002618809,0.002112456,0.001151821,0.0009313,0.03443843],"category_scores_gemma":[0.003864538,0.0002281335,0.0004836586,0.0008026272,0.0008833926,0.000944229,0.004830152,0.002812926,0.004661475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003172629,"about_ca_system_score_gemma":0.01635237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756645,"about_ca_topic_score_gemma":0.02940596,"domain_scores_codex":[0.9978979,0.0002875345,0.0001010988,0.0001148386,0.0003217805,0.001276867],"domain_scores_gemma":[0.9904841,0.0002474381,0.0003790947,0.000104326,0.000906756,0.007878295],"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":[0.0007193838,0.004250418,0.137975,0.0008395872,0.00006411229,0.003603776,0.006951281,0.0003054173,0.003501281,0.01460629,0.2648619,0.5623217],"study_design_scores_gemma":[0.0007108624,0.005947379,0.4192424,0.00243711,0.00006613191,0.005668588,0.03443255,0.001967168,0.001086343,0.009676191,0.5186312,0.0001341514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6736575,0.005163811,0.007955631,0.1531553,0.008425386,0.003139475,0.001704727,0.001191952,0.1456061],"genre_scores_gemma":[0.8744459,0.004057654,0.009836161,0.05583264,0.002046722,0.001456443,0.001490897,0.0001648012,0.05066874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03443843,"threshold_uncertainty_score":0.115208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06820921129610294,"score_gpt":0.3578220909117005,"score_spread":0.2896128796155976,"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."}}