{"id":"W2053060485","doi":"10.1177/1054773810372482","title":"Commentary by Fredericks","year":2010,"lang":"en","type":"article","venue":"Clinical Nursing Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01738421,0.002506813,0.003750641,0.002536686,0.0160587,0.01280692,0.006967586,0.1152678,0.01539126],"category_scores_gemma":[0.1012925,0.001943637,0.003784878,0.002115947,0.008701993,0.008472827,0.007386053,0.1018832,0.01031046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159703,"about_ca_system_score_gemma":0.0273849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04338842,"about_ca_topic_score_gemma":0.06678773,"domain_scores_codex":[0.9827275,0.004049375,0.001327106,0.003252532,0.005434651,0.003208902],"domain_scores_gemma":[0.9474025,0.0302681,0.0025515,0.001468824,0.009966602,0.008342374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001426331,0.000002954047,0.00002493726,0.00004412042,0.000008175814,0.00009146446,0.000138331,0.000007453918,0.00001964724,0.0008003059,0.9978352,0.001013038],"study_design_scores_gemma":[0.00005510133,0.00001817362,0.0004905529,0.0009404238,0.00006223639,0.0001983308,0.0009697617,0.0000414984,0.0001058527,0.002236469,0.9948328,0.00004892142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008567701,0.00228429,0.00002204098,0.9089049,0.08664757,0.00001043386,0.00002929581,0.00001144084,0.002004222],"genre_scores_gemma":[0.0006430132,0.0008169221,0.00002612614,0.9677979,0.02306204,0.00002854226,0.00001177979,0.00001934259,0.007594368],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1152678,"threshold_uncertainty_score":0.1158732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2882295737806198,"score_gpt":0.6485946943810014,"score_spread":0.3603651206003816,"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."}}