{"id":"W3157606714","doi":"10.3390/children8050360","title":"Differential Risk Factor Profiles in the Prediction of General and Pain-Specific Functional Limitations 12 Months after Major Pediatric Surgery","year":2021,"lang":"en","type":"article","venue":"Children","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; SickKids Foundation; University of Toronto; University Health Network; Toronto General Hospital; Institute for Clinical Evaluative Sciences; Centre Hospitalier de l’Université de Montréal; Hospital for Sick Children; York University","funders":"Canadian Institutes of Health Research","keywords":"Worry; Anxiety; Medicine; Anxiety sensitivity; Pain catastrophizing; Dyad; Physical therapy; Chronic pain; Psychiatry; Psychology; Developmental psychology","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":[0.00029916,0.0001204324,0.0001954993,0.0002449129,0.00005278866,0.00002126639,0.00004820904,0.00007522102,0.0001397615],"category_scores_gemma":[0.0002497283,0.00009288692,0.00009649391,0.0002815188,0.00004306958,0.00007692997,0.00004247162,0.000184798,0.000002269182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002775841,"about_ca_system_score_gemma":0.0000504198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002097053,"about_ca_topic_score_gemma":0.00001376367,"domain_scores_codex":[0.9987563,0.0002636263,0.0002964277,0.0002425865,0.0002870649,0.0001539735],"domain_scores_gemma":[0.9991419,0.0004230084,0.000102568,0.0002320632,0.00005920745,0.00004126468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000516641,0.0001656789,0.9828302,0.00003430328,0.00004062894,0.000008585995,0.0001383886,0.000001017892,0.0001501754,0.00002277004,0.01292613,0.003630481],"study_design_scores_gemma":[0.000397874,0.0000406985,0.9988027,0.00001339061,0.0001419258,0.000007321275,0.00004179626,0.00007022579,0.0001258038,0.0001224169,0.0001648626,0.00007103957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947712,0.001210722,0.002737683,0.0002642212,0.0001016026,0.0005021048,0.0002002778,0.00006376745,0.0001484378],"genre_scores_gemma":[0.994664,0.003049501,0.0005863833,0.00009912073,0.001025263,0.0001237407,0.0003382126,0.00001392678,0.0000998449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597247,"threshold_uncertainty_score":0.3787819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241877642384076,"score_gpt":0.215529823152945,"score_spread":0.1931110467291042,"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."}}