{"id":"W4254667244","doi":"10.1007/978-3-540-29676-8_3364","title":"Pilomatricoma","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Pilomatricoma; Computer science; Medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005065268,0.000443999,0.0002518847,0.0007841151,0.0005487161,0.0007213985,0.0003380311,0.0006267339,0.04603032],"category_scores_gemma":[0.0002016997,0.0001368577,0.0002263357,0.0005284715,0.0003414363,0.0007878593,0.0006909789,0.001193677,0.01390841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003627839,"about_ca_system_score_gemma":0.0003517854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008358816,"about_ca_topic_score_gemma":0.003591957,"domain_scores_codex":[0.9999491,0.000005575028,0.000002428728,0.0000093736,0.00002210497,0.00001154757],"domain_scores_gemma":[0.9999665,0.00001092069,0.00000277025,0.00000496053,0.000007119434,0.000007702607],"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":[0.00002966645,0.00006705378,0.0004335985,0.0002776577,0.000008137852,0.008092714,0.0002836717,0.0002879423,0.003462275,0.04021399,0.2953817,0.6514615],"study_design_scores_gemma":[0.00000295802,0.00001288455,0.000472525,0.000110983,0.000004851553,0.01939471,0.0000541528,0.0000737721,0.0004198842,0.003246426,0.976202,0.000004975811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003253617,0.02163933,0.00239551,0.001844954,0.002304554,0.00003970711,0.0001150874,0.0002110238,0.9681962],"genre_scores_gemma":[0.02161655,0.01655432,0.002446075,0.001902119,0.0007315086,0.00002796121,0.0001652146,0.00008250902,0.9564737],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04603032,"threshold_uncertainty_score":0.1539868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501883656882513,"score_gpt":0.2765708527023946,"score_spread":0.2515520161335694,"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."}}