{"id":"W4250663406","doi":"10.1097/01.der.0000521868.66799.31","title":"Self-Assessment","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"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":[0.002228293,0.0005245516,0.000909237,0.001571745,0.0005330927,0.0008806473,0.0006691333,0.0006981648,0.02366845],"category_scores_gemma":[0.006491381,0.0002078113,0.001253381,0.0007235962,0.0002277233,0.0008268791,0.000882149,0.001610771,0.007029114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004790938,"about_ca_system_score_gemma":0.001022853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206134,"about_ca_topic_score_gemma":0.003540987,"domain_scores_codex":[0.99826,0.0003695071,0.0002624009,0.0001873423,0.000770465,0.0001504152],"domain_scores_gemma":[0.9957475,0.0007836318,0.0007114405,0.0002332468,0.002080222,0.0004439411],"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":[0.0007677569,0.004012498,0.3005377,0.002271951,0.0005692039,0.0002505046,0.002606991,0.0007270142,0.001598503,0.001402215,0.147478,0.5377777],"study_design_scores_gemma":[0.0002777546,0.002362315,0.7868251,0.002344167,0.0004272696,0.001518704,0.002567211,0.001505485,0.001795032,0.002117914,0.1980578,0.0002011918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6720363,0.0174336,0.01302648,0.008953901,0.002165094,0.01301497,0.0355909,0.001889638,0.235889],"genre_scores_gemma":[0.8310833,0.01783483,0.02345569,0.003755151,0.0006594299,0.01068731,0.02540408,0.0002509874,0.08686929],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02366845,"threshold_uncertainty_score":0.07917893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420858484607971,"score_gpt":0.2917314190388484,"score_spread":0.2775228341927687,"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."}}