{"id":"W2587892940","doi":"10.5114/pjp.2016.65990","title":"Quiz<br>WHAT IS YOUR DIAGNOSIS?","year":2017,"lang":"en","type":"article","venue":"Polish Journal of Pathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical journal; Dermatology; Family 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002594078,0.0009462874,0.001170968,0.002632803,0.001433962,0.00349735,0.001451527,0.003730132,0.3280517],"category_scores_gemma":[0.03034389,0.0005087999,0.001196337,0.0009148024,0.001180596,0.003779386,0.002400627,0.00402494,0.1914461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216161,"about_ca_system_score_gemma":0.001452888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300248,"about_ca_topic_score_gemma":0.004744364,"domain_scores_codex":[0.9981117,0.0004668199,0.0001722056,0.0001366783,0.0009088325,0.0002037993],"domain_scores_gemma":[0.9858447,0.004248399,0.001104478,0.0006296634,0.006415499,0.001757184],"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":[0.00005267747,0.00001308262,0.0002292001,0.0002300577,0.000005395964,0.0002484072,0.00004209318,0.00002194226,0.0001420946,0.0003768266,0.9669645,0.0316738],"study_design_scores_gemma":[0.00004019497,0.00004086246,0.001085141,0.001002584,0.00001891797,0.002583892,0.0003300449,0.0001695135,0.000494608,0.003813592,0.9903729,0.00004777661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005571268,0.04587392,0.02461344,0.4199027,0.1102928,0.002683727,0.01938358,0.01550734,0.3561713],"genre_scores_gemma":[0.05260064,0.05316823,0.03291867,0.2329905,0.04324226,0.003079184,0.01786589,0.005892266,0.5582424],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3280517,"threshold_uncertainty_score":0.9584527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05333130213803477,"score_gpt":0.373679011436846,"score_spread":0.3203477092988112,"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."}}