{"id":"W7161815988","doi":"10.82308/22362","title":"An Investigation into Attrition and Retention of Rehabilitation Professionals","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attrition; Stakeholder; Occupational therapy; Rehabilitation; Work (physics); Focus group; Qualitative research; Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03648807,0.0003465321,0.0007353906,0.007281091,0.007944249,0.006420628,0.002884882,0.001456139,0.00271088],"category_scores_gemma":[0.09082679,0.0004267046,0.0007403162,0.0112877,0.003724123,0.003370283,0.004389451,0.001268637,0.0003755517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0300174,"about_ca_system_score_gemma":0.07881223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3719021,"about_ca_topic_score_gemma":0.4171435,"domain_scores_codex":[0.9799676,0.006134592,0.002029486,0.001207946,0.008709953,0.001950386],"domain_scores_gemma":[0.8894083,0.06165818,0.01260483,0.001808223,0.03280703,0.001713419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002702014,0.0001996437,0.2102316,0.01129057,0.0001218932,0.00121933,0.5245761,0.0002354006,0.0004933157,0.003307226,0.005351765,0.2427029],"study_design_scores_gemma":[0.00004040527,0.0005957229,0.2880078,0.01810751,0.0002734471,0.0006582377,0.6473553,0.0004975617,0.001043598,0.001211721,0.04210744,0.0001013644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446367,0.01961754,0.002421051,0.007967119,0.0001574535,0.001234263,0.001490277,0.00003272753,0.02244287],"genre_scores_gemma":[0.9841106,0.009191697,0.001514735,0.0008909688,0.00004052075,0.0009466982,0.0005545539,0.00001196766,0.00273826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3719021,"threshold_uncertainty_score":0.7394749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09986106778004615,"score_gpt":0.5403335221187855,"score_spread":0.4404724543387393,"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."}}