{"id":"W4415350013","doi":"","title":"Diagnostic challenge: Case 10, Part 1.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.0002786672,0.00008259637,0.0002003342,0.00006331402,0.00007613709,0.00000517425,0.00003532066,0.0000558735,0.00009890373],"category_scores_gemma":[0.003768714,0.00006388086,0.00004489581,0.0001156851,0.0001478213,0.00001476832,0.00004434818,0.0001545051,0.00006857615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001962796,"about_ca_system_score_gemma":0.00002200877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001104648,"about_ca_topic_score_gemma":0.000009221463,"domain_scores_codex":[0.9992806,0.00003747477,0.0001385716,0.0001814126,0.0000861658,0.0002757465],"domain_scores_gemma":[0.9991014,0.0005050239,0.0000189809,0.0002005461,0.00004420329,0.0001298707],"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":[0.00004215182,0.0002382395,0.03187028,0.0002025335,0.0001802082,0.01559511,0.0001807216,1.988873e-7,8.088617e-7,0.0004871177,0.3372986,0.6139041],"study_design_scores_gemma":[0.001907358,0.00004885778,0.2564873,0.0001092081,0.0004083661,0.001857012,0.0002401486,0.00001736126,0.00007911988,0.0005426991,0.7381578,0.0001447693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3052056,0.0216447,0.000230312,0.1359098,0.002890036,0.001831907,0.00001389473,0.0004702173,0.5318035],"genre_scores_gemma":[0.9513801,0.0004438329,0.00005080235,0.003023848,0.0002514019,0.001444576,0.000005472065,0.000006716663,0.04339327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6461744,"threshold_uncertainty_score":0.4511775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04679011879344708,"score_gpt":0.295743672198237,"score_spread":0.2489535534047899,"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."}}