{"id":"W2318364009","doi":"10.1097/01.numa.0000357801.46140.8f","title":"Professional development","year":2009,"lang":"en","type":"article","venue":"Nursing Management","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Psychology; Nursing; 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":[0.003474922,0.0005750336,0.0004746222,0.0009212852,0.002871273,0.002884547,0.001057674,0.002105745,0.2026075],"category_scores_gemma":[0.01420562,0.0005568094,0.0004400474,0.0004527565,0.0006672493,0.001601054,0.004955323,0.004069753,0.185372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338327,"about_ca_system_score_gemma":0.009192338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879529,"about_ca_topic_score_gemma":0.008647067,"domain_scores_codex":[0.9974503,0.0005961721,0.00012754,0.0001819194,0.001099862,0.0005441161],"domain_scores_gemma":[0.9797792,0.001100747,0.0004169127,0.0008113471,0.007828419,0.01006344],"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":[0.00003584209,0.0001834956,0.0003593222,0.0001036344,0.000001377552,0.0001042466,0.000517684,0.00003092611,0.0006288062,0.0009560831,0.8557268,0.1413518],"study_design_scores_gemma":[0.00001916034,0.0001268925,0.002751366,0.0001361798,0.000001715223,0.0003284071,0.001360018,0.00005717537,0.0003773218,0.001734028,0.9930955,0.00001211312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01273381,0.004676658,0.0175131,0.1484067,0.03946326,0.003648909,0.001544443,0.005160087,0.7668532],"genre_scores_gemma":[0.02680315,0.002395485,0.01779538,0.02160075,0.002582585,0.001597757,0.001071731,0.0006181751,0.9255351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2026075,"threshold_uncertainty_score":0.6777894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010013137235559,"score_gpt":0.384077255458063,"score_spread":0.3539771240857074,"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."}}