{"id":"W4395000496","doi":"10.1177/17531934241246451","title":"Sustainable practices in hand therapy: a global perspective","year":2024,"lang":"en","type":"letter","venue":"Journal of Hand Surgery (European Volume)","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hand and Upper Limb Clinic; St Joseph's Health Care; St Joseph's Health Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Perspective (graphical); Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003578967,0.0004017824,0.0004216071,0.0008151539,0.003093679,0.004539276,0.0004914018,0.01011643,0.01149013],"category_scores_gemma":[0.007308923,0.0002021304,0.0003100883,0.001221922,0.004920416,0.006264708,0.003694236,0.007747153,0.001431165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505286,"about_ca_system_score_gemma":0.00456266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003847478,"about_ca_topic_score_gemma":0.007154407,"domain_scores_codex":[0.9970999,0.001386105,0.0002450061,0.0001880832,0.0005766834,0.0005042551],"domain_scores_gemma":[0.9916447,0.005613499,0.0008092659,0.0002375689,0.0008840665,0.0008108817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001296065,0.0005576023,0.04339841,0.002687095,0.00004845482,0.01885723,0.04545683,0.0006695171,0.002076296,0.05972881,0.496171,0.3302192],"study_design_scores_gemma":[0.00002078198,0.0002479196,0.01230432,0.002366447,0.00002137806,0.01274291,0.07382642,0.0002282095,0.0003892392,0.01984266,0.8779464,0.0000634379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01006562,0.01265673,0.0001719038,0.9530772,0.002964234,0.000007324536,0.00002423905,0.00001206307,0.02102072],"genre_scores_gemma":[0.2763352,0.05307561,0.000927623,0.642486,0.01210237,0.00005823033,0.00005300602,0.00003237401,0.01492952],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01149013,"threshold_uncertainty_score":0.03843832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224287256822578,"score_gpt":0.448789010574807,"score_spread":0.3263602848925493,"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."}}