{"id":"W4245958007","doi":"10.12927/hcq.2007.19305","title":"Quarterly Change","year":2007,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Business; Nursing; Process management; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001574899,0.0004627966,0.0003870942,0.001886245,0.002893117,0.006889592,0.0007532825,0.002271565,0.1561418],"category_scores_gemma":[0.007829738,0.000230711,0.0003694936,0.002190766,0.001811382,0.003388844,0.002208972,0.002649159,0.03665261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004411284,"about_ca_system_score_gemma":0.004234794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208928,"about_ca_topic_score_gemma":0.01475184,"domain_scores_codex":[0.998251,0.0002959867,0.00006745452,0.0002569645,0.000852095,0.0002764298],"domain_scores_gemma":[0.9975675,0.0003656479,0.0001451815,0.0003910119,0.001064855,0.0004657749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003689598,0.00005927781,0.001238864,0.00007689268,0.000004173208,0.00005545433,0.0008517582,0.00003593393,0.0001794628,0.07309863,0.8363755,0.08798718],"study_design_scores_gemma":[0.000004052566,0.0000122481,0.002584237,0.00002834755,0.000001288792,0.00003027116,0.0006836427,0.00002622783,0.00007379406,0.004559007,0.9919932,0.000003729943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008130447,0.005180944,0.0008610142,0.1109304,0.02425108,0.00007109287,0.002225816,0.0003625818,0.8479866],"genre_scores_gemma":[0.06000567,0.002965779,0.0006001054,0.00976107,0.003777189,0.00007260832,0.001301858,0.0001540198,0.9213616],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1561418,"threshold_uncertainty_score":0.5223464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171374594658455,"score_gpt":0.475919143237979,"score_spread":0.3587816837721335,"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."}}