{"id":"W3035496190","doi":"10.71781/30209","title":"Mechanotransduction impairment in adolescent idiopathic scoliosis","year":2019,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; CHU Sainte-Justine Foundation; Génome Québec","keywords":"Idiopathic scoliosis; Mechanotransduction; Neuroscience; Physical medicine and rehabilitation; Psychology; Medicine; Scoliosis; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002097339,0.000231534,0.0002405954,0.0006382731,0.0001775656,0.0002250894,0.0001302908,0.0003599274,0.001237561],"category_scores_gemma":[0.000380607,0.0001249365,0.0001747653,0.0002545883,0.0002754511,0.0001610125,0.0001796955,0.0002230116,0.0001373333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216318,"about_ca_system_score_gemma":0.0002743649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482797,"about_ca_topic_score_gemma":0.001880069,"domain_scores_codex":[0.9999039,0.00001786635,0.000009632624,0.00001676092,0.00003112499,0.00002065107],"domain_scores_gemma":[0.9997874,0.00005319815,0.0000821371,0.000007304947,0.00003745678,0.00003252427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001197111,0.0002543072,0.8130007,0.0004267792,0.00005732685,0.005350546,0.000476868,0.0004672469,0.135059,0.0002185224,0.000402889,0.04308879],"study_design_scores_gemma":[0.00001682924,0.0007193172,0.9803122,0.0000632995,0.00003968702,0.009309852,0.0003929139,0.0005354106,0.007519106,0.00008314772,0.001002221,0.000006077519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971521,0.002063662,0.0002166822,0.00005831954,0.000006051306,0.00001587083,0.00005357585,0.000006843322,0.0004268592],"genre_scores_gemma":[0.9982186,0.001169629,0.0002207631,0.00002068326,0.000007060572,0.00001524803,0.00006830832,0.00000141552,0.000278297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482797,"threshold_uncertainty_score":0.004140079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008979259175079808,"score_gpt":0.2056043952119593,"score_spread":0.1966251360368795,"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."}}