{"id":"W6997022114","doi":"","title":"Towards Embracing Clinical Uncertainty: Lessons from Social Work, Optometry and Medicine","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distrust; Acknowledgement; Rhetoric; Identity (music); Health care; Professional boundaries; Social work; Apprenticeship","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":[0.0282843,0.0007535341,0.0009037968,0.003324042,0.01629442,0.01312629,0.002878701,0.005252534,0.003083509],"category_scores_gemma":[0.0361963,0.0007565792,0.0008785005,0.001977799,0.04861851,0.01050565,0.0144794,0.00837315,0.0003841317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01278532,"about_ca_system_score_gemma":0.03234796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04414865,"about_ca_topic_score_gemma":0.1022316,"domain_scores_codex":[0.9731213,0.02112722,0.000486808,0.0006785212,0.002710404,0.001875745],"domain_scores_gemma":[0.9481742,0.0422109,0.001667058,0.001188187,0.002647026,0.004112512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000516395,0.00011731,0.005950768,0.000455216,0.00003572348,0.002088162,0.9022983,0.0004009241,0.0002618507,0.02604884,0.004760685,0.05753048],"study_design_scores_gemma":[0.0000299012,0.0001273706,0.004958146,0.001443555,0.00002586584,0.001692025,0.8511857,0.0003888301,0.0003533764,0.07210664,0.06761297,0.00007562447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4609981,0.04350052,0.03056668,0.3508283,0.001776523,0.0003465785,0.0001024896,0.0001999612,0.1116808],"genre_scores_gemma":[0.9624997,0.01567864,0.008028591,0.009244504,0.0005094415,0.0001369285,0.00003226575,0.0001003363,0.003769573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04414865,"threshold_uncertainty_score":0.1495835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3163033253058237,"score_gpt":0.4857700558776666,"score_spread":0.1694667305718429,"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."}}