{"id":"W4387241314","doi":"10.1080/09638288.2023.2263361","title":"Perspectives from clinicians and managers: facilitators and barriers to the uptake of rehabilitation guidance for children with arthrogryposis","year":2023,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Shriners Hospitals for Children - Canada; McGill University","funders":"Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Rehabilitation; Arthrogryposis multiplex congenita; Qualitative research; Context (archaeology); Psychology; Medical education; Medicine; Nursing; Arthrogryposis; Physical therapy","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":[0.0008061152,0.000129639,0.0002540833,0.00007148831,0.0001856139,0.00002093555,0.00004792191,0.00006194097,0.000008704993],"category_scores_gemma":[0.003421888,0.00008858424,0.00007928351,0.000326502,0.001540989,0.00007809416,0.00004134865,0.00008466469,0.000001225591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002480449,"about_ca_system_score_gemma":0.00004377405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001646365,"about_ca_topic_score_gemma":0.0002344727,"domain_scores_codex":[0.9986411,0.0001390383,0.0003034483,0.0005107812,0.0002272072,0.0001784093],"domain_scores_gemma":[0.9978189,0.001484549,0.0000477567,0.0003192349,0.0001547573,0.0001747627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006843858,0.00008880957,0.9208347,0.0003559993,0.0001191035,1.570433e-7,0.02852508,0.00003387798,0.0003762554,0.0006274938,0.0002477437,0.04810642],"study_design_scores_gemma":[0.001069644,0.001998602,0.9320604,0.00007622266,0.00007773776,0.000001149029,0.06217239,0.0001854759,0.00002577037,0.001665848,0.0005803338,0.00008639556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764585,0.000695483,0.0001900473,0.01997451,0.00002355334,0.002478451,0.0001296103,0.00003277653,0.00001711131],"genre_scores_gemma":[0.9942554,0.00016114,0.005152315,0.00007800224,0.00002326675,0.0002692241,0.00002596399,0.00001444861,0.00002028758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04802003,"threshold_uncertainty_score":0.5677837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153507293089521,"score_gpt":0.3042576722468341,"score_spread":0.2927225993159389,"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."}}