{"id":"W2027848011","doi":"10.1016/j.nedt.2013.02.011","title":"National survey of clinical placement settings across Canada for nursing and other healthcare professions—who's using what?","year":2013,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; NOSM University","funders":"","keywords":"Licensure; Medicine; Nursing; Health care; Family medicine; Inpatient care; Mental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001583861,0.0003198232,0.0004804307,0.001612053,0.002924936,0.001394556,0.001913743,0.0008081499,0.002172384],"category_scores_gemma":[0.004356397,0.0006446541,0.0005820581,0.005828198,0.000906986,0.0007949792,0.001878204,0.001504618,0.0005980338],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02568593,"about_ca_system_score_gemma":0.05192665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880265,"about_ca_topic_score_gemma":0.9963126,"domain_scores_codex":[0.9966224,0.0003183211,0.0003179328,0.0002487784,0.001535028,0.0009575711],"domain_scores_gemma":[0.9903145,0.0003514333,0.001858573,0.0001406346,0.004372423,0.002962464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003742882,0.00009245435,0.9817905,0.00008896209,0.00004457619,0.00006201648,0.003789876,0.00003338329,0.0001941031,0.0001163973,0.007404868,0.006345441],"study_design_scores_gemma":[0.000003308593,0.00001720647,0.9911233,0.00005984661,0.000007373578,0.00003999137,0.006398678,0.00004712571,0.00002591085,0.0000130379,0.002256242,0.000007930667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772553,0.001855094,0.0002226959,0.00294014,0.00007413494,0.0001953896,0.01040071,0.00002698196,0.007029644],"genre_scores_gemma":[0.9890771,0.001403572,0.0005180641,0.001718294,0.00002228693,0.00008746255,0.003916713,0.00001839953,0.003238167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9743141,"threshold_uncertainty_score":0.1863653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1822318020840986,"score_gpt":0.5704847467672315,"score_spread":0.3882529446831329,"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."}}