{"id":"W7098710755","doi":"","title":"An Exploration of the Impact of a Mandatory Quality Assurance Program on the Staff Nurse's Commitment to Professional Development","year":2001,"lang":"en","type":"article","venue":"","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assurance; Obligation; Data collection; Professional development; Quality (philosophy); Continuing professional development; Qualitative research; Program evaluation; Qualitative property","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":[0.009608449,0.0002518583,0.000310461,0.000725491,0.007473475,0.003571777,0.001529606,0.001321988,0.002084535],"category_scores_gemma":[0.0249184,0.0004984211,0.0003130596,0.0005739256,0.005788813,0.002030364,0.005995926,0.002952499,0.0001543098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005302252,"about_ca_system_score_gemma":0.007938692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617152,"about_ca_topic_score_gemma":0.02705414,"domain_scores_codex":[0.9871659,0.009300133,0.0002324261,0.0002948161,0.001179406,0.001827346],"domain_scores_gemma":[0.9699389,0.01791506,0.003655646,0.0006064624,0.001643978,0.006239953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001327265,0.0005773954,0.03018116,0.0002025604,0.00001528677,0.001567521,0.9419263,0.00009858111,0.001147764,0.001880949,0.001282027,0.02098773],"study_design_scores_gemma":[0.00001422511,0.0005185104,0.02514213,0.0001477601,0.000007398683,0.0004414003,0.962079,0.0001161305,0.0003263302,0.0002286771,0.01095572,0.00002261847],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936842,0.0001819595,0.0002803161,0.0022245,0.00004499031,0.00002897671,0.00001095939,0.000006957176,0.003536996],"genre_scores_gemma":[0.997793,0.0001925779,0.0003043916,0.0005212378,0.00002171499,0.00003066086,0.000009164669,0.000006276185,0.001120963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009617152,"threshold_uncertainty_score":0.05081493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2339584391367776,"score_gpt":0.496742416812175,"score_spread":0.2627839776753974,"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."}}