{"id":"W4416366202","doi":"10.1177/00084174251395574","title":"Ethical Tensions in Transitioning to Tiered Models of School-Based Occupational Therapy","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Ontario Society of Occupational Therapists","keywords":"Occupational therapy; Service delivery framework; Ethical issues; Service (business); Service provider","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.05426119,0.0003549507,0.0003965185,0.001313544,0.0121798,0.01230631,0.001929644,0.002337095,0.00261185],"category_scores_gemma":[0.08075361,0.0006044872,0.0008296995,0.0009840445,0.02220463,0.008216638,0.01389707,0.006546496,0.0002819647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01940455,"about_ca_system_score_gemma":0.02340015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009380738,"about_ca_topic_score_gemma":0.02064649,"domain_scores_codex":[0.918546,0.06206891,0.003299498,0.002676998,0.008554582,0.004853918],"domain_scores_gemma":[0.9373658,0.03319148,0.008036533,0.005047645,0.007616783,0.008741722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001042288,0.0006659165,0.03154578,0.00027302,0.00003673204,0.00105314,0.8405276,0.0007159536,0.00108918,0.06361108,0.003264898,0.05711257],"study_design_scores_gemma":[0.0000507271,0.0002797245,0.01943269,0.0008231508,0.00002614037,0.0009710828,0.8677859,0.00212812,0.0006249631,0.07400114,0.0337743,0.0001020947],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055333,0.0008122044,0.03060198,0.03408904,0.0004238623,0.000582311,0.00003952648,0.0001114428,0.02780629],"genre_scores_gemma":[0.9929436,0.0001625785,0.004381452,0.001408034,0.00001645275,0.0001768925,0.00001461917,0.00001489987,0.0008815043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05426119,"threshold_uncertainty_score":0.2869641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4511888664911201,"score_gpt":0.5482357521514979,"score_spread":0.09704688566037778,"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."}}