{"id":"W2016810675","doi":"10.1002/mpo.10423","title":"Neurofibromatosis type 1 and multiple primary malignancies","year":2003,"lang":"en","type":"article","venue":"Medical and Pediatric Oncology","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"Universitair Ziekenhuis Gent","keywords":"Medicine; Pediatric oncology; Family medicine; Pediatrics; Internal medicine; Cancer","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":[0.0002802355,0.0001472249,0.0004161226,0.00009466951,0.00009304118,0.00001221092,0.00004436483,0.0002168718,0.0002641727],"category_scores_gemma":[0.001231652,0.0001104104,0.00003627668,0.0002324044,0.0001646372,0.00004331994,0.00006356578,0.0002234725,0.00002432778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001611127,"about_ca_system_score_gemma":0.0003423298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001351164,"about_ca_topic_score_gemma":0.000002050991,"domain_scores_codex":[0.9987192,0.0001386645,0.0002799506,0.0003071303,0.0002832112,0.0002718312],"domain_scores_gemma":[0.9986975,0.0005670636,0.00005931451,0.0001333803,0.00005305753,0.0004896428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002373527,0.0003888575,0.9684664,0.0006367852,0.0000277166,0.002150049,0.0001149447,6.999284e-8,0.002306355,0.0008992431,0.01557133,0.009200906],"study_design_scores_gemma":[0.005728521,0.004616727,0.6447658,0.00004664955,0.0003941413,0.0141408,0.0001232915,0.00005781569,0.0008594822,0.0003850599,0.3284672,0.0004145571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871622,0.004504133,0.000008335878,0.0017445,0.0003517842,0.0001604663,0.000004081137,0.00005581896,0.006008714],"genre_scores_gemma":[0.9911074,0.004643636,0.0007231817,0.002821164,0.0003027892,0.0000074032,0.000009342782,0.00001819324,0.0003669124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3237006,"threshold_uncertainty_score":0.4502407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957836122753116,"score_gpt":0.2672903421238441,"score_spread":0.2477119808963129,"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."}}