{"id":"W4319311644","doi":"10.1148/cases.20238012","title":"Atypical Osteopoikilosis","year":2023,"lang":"fi","type":"standard","venue":"","topic":"Dermatological and Skeletal Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Hospital; McMaster University","funders":"","keywords":"Business; Computer science; Dermatology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001659975,0.0006689493,0.0007316684,0.00009495841,0.0002025817,0.00009938976,0.0006358451,0.001733737,0.001840463],"category_scores_gemma":[0.0003077702,0.0005441058,0.0007707087,0.0002914054,0.0003928994,0.000002567496,0.0006838934,0.0005138022,0.004057182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002643624,"about_ca_system_score_gemma":0.000201974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002778839,"about_ca_topic_score_gemma":0.0001402439,"domain_scores_codex":[0.9968615,0.0001166365,0.0006037575,0.001137674,0.0004279347,0.0008524501],"domain_scores_gemma":[0.9986283,0.00005199885,0.0001453678,0.0006977032,0.0001610274,0.0003156365],"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":[0.0004381017,0.0001962814,0.0006124528,0.0004056348,0.0005165783,0.0001068048,0.00002007447,0.000005514525,0.003339513,0.00153097,0.9718063,0.02102171],"study_design_scores_gemma":[0.0006798947,0.0006099977,0.0008393232,0.00007306322,0.0001024995,0.00002763117,0.0001452742,0.00002032345,0.001937384,0.0009538584,0.9937707,0.0008401201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09657684,0.01248034,0.001695768,0.01228978,0.008631933,0.001758045,0.003078343,0.0004778651,0.8630111],"genre_scores_gemma":[0.2427226,0.0223091,0.0004725259,0.004429501,0.00179706,0.0001455026,0.009473125,0.0002817096,0.7183689],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1461457,"threshold_uncertainty_score":0.999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453103804903525,"score_gpt":0.2646773305893225,"score_spread":0.2501462925402873,"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."}}