{"id":"W2410139887","doi":"10.5114/pjp.2015.55202","title":"What is your diagnosis?","year":2015,"lang":"en","type":"article","venue":"Polish Journal of Pathology","topic":"Cancer Diagnosis and Treatment","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":[0.003060214,0.001196268,0.001310074,0.002947974,0.0027353,0.005523141,0.001481002,0.005017402,0.07356721],"category_scores_gemma":[0.0274536,0.0004842316,0.001263163,0.0009587854,0.002470761,0.007882488,0.002563467,0.009499863,0.05309737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706751,"about_ca_system_score_gemma":0.003324565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003871268,"about_ca_topic_score_gemma":0.005195457,"domain_scores_codex":[0.9957027,0.0007911813,0.0004588,0.0006898118,0.001789201,0.0005683179],"domain_scores_gemma":[0.9914303,0.001462057,0.000868119,0.0003644988,0.003639577,0.002235494],"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":[0.00008558611,0.00006113659,0.006255798,0.0007205792,0.00004729688,0.005753627,0.0006595351,0.00007822137,0.0006080745,0.005425369,0.8300958,0.1502089],"study_design_scores_gemma":[0.00004021392,0.00006586706,0.002743981,0.006094619,0.00008323804,0.05909864,0.003447574,0.0003043101,0.0007587173,0.02016035,0.9070129,0.0001895256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004892442,0.08760784,0.009901476,0.6839383,0.1128996,0.0003589415,0.001787456,0.001174576,0.09743953],"genre_scores_gemma":[0.1160187,0.1913772,0.02142863,0.4452362,0.08235198,0.0004473807,0.004572793,0.0008918379,0.1376753],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07356721,"threshold_uncertainty_score":0.2461069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08098103304348304,"score_gpt":0.3684825727898546,"score_spread":0.2875015397463715,"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."}}