{"id":"W2317868287","doi":"10.1097/01206501-200606000-00027","title":"CONTACT DERM NURSING ALLIANCE","year":2006,"lang":"en","type":"article","venue":"Dermatitis","topic":"Diverse Academic Research Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Alliance; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002679703,0.00005947117,0.0001051072,0.00005083655,0.0003793498,0.0001238839,0.000262232,0.00006793915,0.0009873699],"category_scores_gemma":[0.0001320331,0.00006403576,0.00006342815,0.0003179901,0.0001847278,0.000384929,0.00001441199,0.0001151122,0.0006181986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849144,"about_ca_system_score_gemma":0.00009839267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008439059,"about_ca_topic_score_gemma":0.001718272,"domain_scores_codex":[0.9987144,0.0001410918,0.0001398736,0.0001319288,0.0005068596,0.0003657893],"domain_scores_gemma":[0.9995769,0.00008749332,0.0000516559,0.0001118637,0.00007066972,0.0001014655],"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":[9.817218e-7,0.00004617802,0.0253985,0.000007030401,0.00002621452,0.0000709422,0.003034656,0.00002116206,0.0001444678,0.1610986,0.7840371,0.0261142],"study_design_scores_gemma":[0.0001931318,0.000005858541,0.06881274,0.00005962312,0.00001758337,0.000002522273,0.001941394,0.0002172541,0.0003796877,0.01531674,0.9129003,0.0001531472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05925015,0.0008809587,0.001440644,0.03236067,0.0001680293,0.0001960593,0.0000138414,0.0001519437,0.9055377],"genre_scores_gemma":[0.9923581,0.0004407386,0.0004540282,0.001243082,0.0002684121,0.000007473755,0.00001008864,0.000006172182,0.005211882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.933108,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349197976556336,"score_gpt":0.3371680935622145,"score_spread":0.3136761137966512,"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."}}