{"id":"W2323870320","doi":"10.1177/0840470416628277","title":"Invisible without scrubs","year":2016,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories","funders":"","keywords":"Workforce; Administration (probate law); Nursing; Domain (mathematical analysis); Medicine; Medical education; Psychology; Political science","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":[0.002604608,0.0008065373,0.0009333486,0.002462016,0.003333328,0.005947525,0.001737414,0.002307151,0.04135618],"category_scores_gemma":[0.01642642,0.0003135919,0.0009780448,0.00250457,0.005010439,0.006956943,0.005654018,0.002984212,0.01959487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793958,"about_ca_system_score_gemma":0.01028925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02253378,"about_ca_topic_score_gemma":0.03680075,"domain_scores_codex":[0.9959174,0.001135799,0.000367137,0.0003035148,0.001949752,0.0003264469],"domain_scores_gemma":[0.9929942,0.002451316,0.0009590235,0.0008123512,0.00208861,0.0006943606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000371344,0.00003460208,0.0004373477,0.009047167,0.00006091921,0.0006438587,0.002966714,0.00005904526,0.0005447766,0.03971254,0.3940541,0.5524017],"study_design_scores_gemma":[0.000002067469,0.000007872628,0.0001797827,0.00335604,0.00001341891,0.0002727236,0.0006284945,0.000003338698,0.00007861137,0.00135093,0.9941013,0.000005424785],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001646761,0.7560325,0.003020769,0.04214604,0.03553703,0.0001203621,0.0004117019,0.0003877789,0.1606971],"genre_scores_gemma":[0.0286176,0.7166483,0.002993712,0.08374413,0.01167417,0.0001552752,0.0005264658,0.0002729776,0.1553673],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04135618,"threshold_uncertainty_score":0.1383502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08327761500141796,"score_gpt":0.4110554896620517,"score_spread":0.3277778746606337,"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."}}