{"id":"W4387021065","doi":"10.3389/fpubh.2023.1275920","title":"Partnering for Change: collaborating to transform occupational therapy services that support inclusive education","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Ontario Neurotrauma Foundation","keywords":"Occupational therapy; Inclusion (mineral); Obligation; Participatory action research; Service delivery framework; Perspective (graphical); Service (business); Medicine; Medical education; Psychology; Nursing; Political science; Sociology; Business; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.05171567,0.0008280989,0.0005431504,0.002540199,0.02294601,0.0192748,0.00431178,0.006402863,0.005439058],"category_scores_gemma":[0.03991976,0.0007435583,0.001310764,0.002593468,0.025635,0.01437335,0.04397811,0.01055958,0.001122119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01874307,"about_ca_system_score_gemma":0.1248645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04052369,"about_ca_topic_score_gemma":0.08535368,"domain_scores_codex":[0.9429781,0.04011375,0.001240541,0.002875361,0.006474364,0.006317863],"domain_scores_gemma":[0.9704705,0.01185335,0.002066636,0.002562655,0.002479981,0.0105668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004641617,0.0005974494,0.007602168,0.000499637,0.00003584179,0.001036456,0.5639577,0.0006737113,0.00104858,0.1654344,0.02065009,0.2384175],"study_design_scores_gemma":[0.00006830957,0.0003384629,0.004787107,0.001698405,0.00006323896,0.001147509,0.5534802,0.002060367,0.001533277,0.1261941,0.3084934,0.0001355302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1976235,0.0036103,0.2221318,0.2700458,0.002614472,0.002935448,0.0001644073,0.001075111,0.2997992],"genre_scores_gemma":[0.8307973,0.002261743,0.1369728,0.01286263,0.0001496672,0.001546064,0.0001055405,0.0002286439,0.01507571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05171567,"threshold_uncertainty_score":0.2735019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3216890119336853,"score_gpt":0.5577813257730592,"score_spread":0.2360923138393738,"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."}}