{"id":"W2804728602","doi":"10.1016/j.jcjo.2018.03.011","title":"Genetic profiling of rhabdomyosarcoma with clinicopathological and radiological correlation","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rhabdomyosarcoma; Profiling (computer programming); Radiological weapon; Correlation; Medicine; Pathology; Radiology; Sarcoma; Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005189612,0.0002076862,0.0002289055,0.002509946,0.0004383125,0.0005869836,0.0003337137,0.0004456006,0.001630772],"category_scores_gemma":[0.001579647,0.000183475,0.0002493323,0.001327127,0.0003677643,0.0002993953,0.0003631029,0.000214471,0.0003754484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326583,"about_ca_system_score_gemma":0.0004311989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254266,"about_ca_topic_score_gemma":0.004282747,"domain_scores_codex":[0.9995091,0.00008093806,0.00006725935,0.0001078421,0.0001443211,0.00009062508],"domain_scores_gemma":[0.9993125,0.0001771339,0.000228766,0.0000517192,0.0001427572,0.00008714179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006183977,0.00005914881,0.898059,0.00004815092,0.00007846286,0.006224564,0.0002200461,0.0006980146,0.07837542,0.0003337234,0.0004614805,0.01482361],"study_design_scores_gemma":[0.0000178336,0.0001526232,0.9579276,0.00002461677,0.0001354067,0.01763089,0.0006698738,0.002129439,0.01813142,0.0005892417,0.002571458,0.00001960383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965363,0.0004139633,0.0004220305,0.0001545632,0.000007229934,0.0000158662,0.0004647874,0.00001684573,0.001968443],"genre_scores_gemma":[0.9985327,0.0001574687,0.000609317,0.00003474844,0.000006977394,0.000007862736,0.0002962337,0.000005310836,0.0003494471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00254266,"threshold_uncertainty_score":0.005455494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03964111879301029,"score_gpt":0.3007995141674712,"score_spread":0.2611583953744609,"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."}}