{"id":"W4312661038","doi":"10.5114/dr.2022.120546","title":"Quiz dermatologiczny","year":2022,"lang":"pl","type":"article","venue":"Dermatology Review","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087071,0.0009991303,0.0009945726,0.002822558,0.001173002,0.004157701,0.0007108901,0.001932702,0.2697589],"category_scores_gemma":[0.006659446,0.0004119818,0.0009713262,0.001375174,0.0006803964,0.002797551,0.00183272,0.003903809,0.1512645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128557,"about_ca_system_score_gemma":0.001229805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435684,"about_ca_topic_score_gemma":0.002780138,"domain_scores_codex":[0.9987325,0.0002063944,0.0001062527,0.0001393594,0.0006930745,0.0001225429],"domain_scores_gemma":[0.9976082,0.0004860173,0.0002273541,0.0001988968,0.001011959,0.0004676308],"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":[0.00006621744,0.00005059377,0.0003629546,0.0006232628,0.00001728199,0.0006816809,0.00006203562,0.00003128836,0.0007111846,0.002113769,0.7982286,0.1970512],"study_design_scores_gemma":[0.00001624403,0.00004013598,0.0007234639,0.0004916018,0.00001288661,0.003221174,0.00007852864,0.00003472552,0.0002132184,0.00138396,0.9937722,0.00001177184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002938132,0.1977846,0.004426094,0.06045964,0.07181545,0.0005084595,0.002313742,0.00249174,0.6572622],"genre_scores_gemma":[0.02992157,0.1588889,0.004549296,0.0507805,0.0362288,0.0002836929,0.002439195,0.0008096709,0.7160984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2697589,"threshold_uncertainty_score":0.9024335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248884696047281,"score_gpt":0.3460880103205102,"score_spread":0.3135991633600374,"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."}}