{"id":"W4248064660","doi":"10.1097/der.0000000000000036","title":"Self-Assessment","year":2014,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002217454,0.0005287064,0.0009096924,0.001576767,0.0005254108,0.0008698119,0.0006693042,0.0006955105,0.0230102],"category_scores_gemma":[0.006302076,0.0002081379,0.001262351,0.0007232433,0.000229915,0.0008161566,0.0008843598,0.001609432,0.006855487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004746289,"about_ca_system_score_gemma":0.001014086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036216,"about_ca_topic_score_gemma":0.003462507,"domain_scores_codex":[0.9982709,0.0003638164,0.0002572268,0.0001869374,0.0007701417,0.0001508524],"domain_scores_gemma":[0.9958588,0.000759269,0.0006959017,0.000227615,0.002033694,0.0004246957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007776062,0.004099743,0.3101302,0.002192554,0.0005624943,0.0002556938,0.002659325,0.0007549255,0.001683066,0.001399228,0.1402615,0.5352237],"study_design_scores_gemma":[0.0002773788,0.00240421,0.7985244,0.002213113,0.0004143252,0.001533705,0.00257737,0.001558347,0.00184337,0.002101769,0.1863532,0.0001987772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6858519,0.01565822,0.01276371,0.008309519,0.002010277,0.01291397,0.03340966,0.001804987,0.2272777],"genre_scores_gemma":[0.8355957,0.01621071,0.02311732,0.003531136,0.0006083254,0.01052018,0.02408337,0.0002373728,0.08609593],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0230102,"threshold_uncertainty_score":0.07697678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007778237505505181,"score_gpt":0.2553108630383668,"score_spread":0.2475326255328616,"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."}}