{"id":"W7161825213","doi":"10.82308/24067","title":"Towards optimizing professional practice: Understanding registered respiratory therapists’ role as scholarly practitioners","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":"Operationalization; Health care; Terminology; Ambiguity; Health professionals; Clinical Practice; Credibility; Negotiation","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":[0.1041814,0.0003662939,0.0008205093,0.004363024,0.008706045,0.02837772,0.003348698,0.006456732,0.002752631],"category_scores_gemma":[0.19051,0.001030838,0.001229788,0.003232939,0.01772742,0.02627607,0.01856113,0.009154113,0.001316582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436054,"about_ca_system_score_gemma":0.06100379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006470046,"about_ca_topic_score_gemma":0.01145565,"domain_scores_codex":[0.8778568,0.0879009,0.008991117,0.00446166,0.01661773,0.004171917],"domain_scores_gemma":[0.7912998,0.1492834,0.02259887,0.008124648,0.01972378,0.008969462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004425082,0.000148664,0.01114841,0.004314121,0.00005249832,0.0004678479,0.7784401,0.0002367742,0.0005531166,0.04952102,0.006573336,0.1484998],"study_design_scores_gemma":[0.00004638174,0.0002791333,0.01113036,0.02318036,0.0001122193,0.001471095,0.683522,0.0008494185,0.0007569777,0.04440901,0.2341048,0.0001381914],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3649107,0.08716844,0.07211298,0.3169118,0.002390222,0.001942518,0.0002022028,0.0003064219,0.1540547],"genre_scores_gemma":[0.8630854,0.05576795,0.05172352,0.01927241,0.0003970003,0.001157138,0.0001754902,0.000164227,0.008256842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1041814,"threshold_uncertainty_score":0.5509707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209491634617444,"score_gpt":0.5385455657200716,"score_spread":0.3175964022583272,"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."}}