{"id":"W4385150633","doi":"10.5114/dr.2023.129992","title":"Quiz dermatologiczny","year":2023,"lang":"pl","type":"article","venue":"Dermatology Review","topic":"Cancer and Skin Lesions","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":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":[0.0007981046,0.001051626,0.001121845,0.003027402,0.00137865,0.004451069,0.0007623894,0.002232587,0.09254444],"category_scores_gemma":[0.003602901,0.0004814434,0.001214137,0.001546993,0.001071929,0.003107813,0.002001122,0.004564578,0.04328911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577834,"about_ca_system_score_gemma":0.001488679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177621,"about_ca_topic_score_gemma":0.00333372,"domain_scores_codex":[0.9986877,0.0001755506,0.000115021,0.0001541165,0.00072664,0.0001409544],"domain_scores_gemma":[0.9986382,0.0002273324,0.0001792907,0.0001192397,0.0005753494,0.0002605497],"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":[0.000144027,0.0001024078,0.001311353,0.001978616,0.00007557084,0.002440083,0.0002039012,0.00008512393,0.002868905,0.01038182,0.5731861,0.4072221],"study_design_scores_gemma":[0.00002214304,0.00006801309,0.00169306,0.0009354739,0.00003279502,0.01162365,0.0001656892,0.0000582569,0.000625318,0.004153901,0.980598,0.00002378253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005416808,0.5466645,0.005008277,0.04649211,0.04701069,0.0003329339,0.001739369,0.00143039,0.345905],"genre_scores_gemma":[0.07682769,0.4723485,0.006156239,0.05434189,0.02981328,0.000231237,0.002428658,0.0005757115,0.3572768],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09254444,"threshold_uncertainty_score":0.309592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121163468643401,"score_gpt":0.3729865694640985,"score_spread":0.3217749347776645,"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."}}