{"id":"W4392984842","doi":"10.1097/jdn.0000000000000787","title":"Dermatology Nurses, Dedicated Professionals","year":2024,"lang":"en","type":"article","venue":"Journal of the Dermatology Nurses’ Association","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatology; Health professionals; Medicine; Medical education; Health care; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004913508,0.0002410234,0.0009278612,0.0004166398,0.0002559601,0.00001567378,0.0002878153,0.0005488466,0.00007747644],"category_scores_gemma":[0.001254034,0.0001509085,0.0004254536,0.0005044791,0.0002369349,0.0001829013,0.00006202822,0.001217294,0.0001552721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006589165,"about_ca_system_score_gemma":0.0008373323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002713385,"about_ca_topic_score_gemma":0.000003568843,"domain_scores_codex":[0.9969667,0.0005546392,0.001115658,0.0002201417,0.0006959629,0.000446883],"domain_scores_gemma":[0.997257,0.0007438975,0.0009835011,0.0002900495,0.0005557205,0.0001698618],"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":[0.0001120666,0.000215009,0.06528028,0.0001828517,0.0009178062,0.001404286,0.001074975,9.432613e-7,0.0005875832,0.0006683221,0.9287709,0.0007849808],"study_design_scores_gemma":[0.003408064,0.0001658585,0.04205459,0.001247544,0.002386354,0.0581083,0.001597491,0.0004867857,0.004080388,0.001338261,0.8848175,0.0003088561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6241731,0.02136632,0.0001897654,0.3059457,0.03139525,0.0007114699,0.00001164792,0.0001822538,0.01602453],"genre_scores_gemma":[0.9723442,0.0003534771,0.0001624288,0.01848067,0.0006298078,0.00001893273,0.00001354313,0.00004290013,0.007954002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3481711,"threshold_uncertainty_score":0.615387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009383164503347852,"score_gpt":0.3100629045409695,"score_spread":0.3006797400376217,"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."}}