{"id":"W4400321360","doi":"10.34297/ajbsr.2024.21.002839","title":"Advocating for a Diagnosis","year":2024,"lang":"en","type":"article","venue":"American Journal of Biomedical Science & Research","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; History","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":[0.009906783,0.0002841433,0.0004409296,0.001089396,0.005475181,0.004211412,0.001236056,0.009208626,0.0177465],"category_scores_gemma":[0.06454846,0.0002227568,0.000610213,0.0004218404,0.00529479,0.007033419,0.005648399,0.01827989,0.003906382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338476,"about_ca_system_score_gemma":0.01058468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002372686,"about_ca_topic_score_gemma":0.004044204,"domain_scores_codex":[0.9905856,0.003770289,0.0005172101,0.0008208796,0.003161743,0.001144179],"domain_scores_gemma":[0.9650864,0.01672831,0.002276712,0.001670246,0.004657898,0.009580518],"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":[0.00007967124,0.0001920887,0.01521931,0.0002568265,0.00004118204,0.008481733,0.006751726,0.0001425901,0.001336703,0.1292825,0.7113883,0.1268273],"study_design_scores_gemma":[0.0000530143,0.0001287295,0.002539212,0.002637295,0.00005477472,0.02003689,0.008175702,0.000414524,0.0005358142,0.1269214,0.8384376,0.00006517948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004276973,0.003638474,0.003141976,0.9372618,0.01168322,0.00002727685,0.00004448425,0.00004588779,0.03987991],"genre_scores_gemma":[0.2499733,0.01612423,0.011659,0.6536068,0.04109016,0.0000822345,0.0002700253,0.0001027158,0.02709156],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0177465,"threshold_uncertainty_score":0.05936795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08411914060183628,"score_gpt":0.4836985787608164,"score_spread":0.3995794381589801,"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."}}