{"id":"W4323043949","doi":"10.3390/cancers15051575","title":"Characteristics of PTEN Mutation in Thyroid Tumours: A Retrospective Chart Review","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; Jewish General Hospital; McGill University","funders":"","keywords":"PTEN; Medicine; Malignancy; Thyroid; Retrospective cohort study; Thyroidectomy; Pathology; Thyroid cancer; Thyroid carcinoma; Thyroid nodules; Internal medicine; Oncology; Cancer research; Gastroenterology; Biology; PI3K/AKT/mTOR pathway; Genetics","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":[0.0007798523,0.0001863281,0.0003553038,0.00316614,0.0004860177,0.0004895656,0.0003480837,0.0002933085,0.001109291],"category_scores_gemma":[0.002737431,0.0003172362,0.00031063,0.003497235,0.0003205662,0.0005280896,0.0004134028,0.0002495435,0.0003008219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007919046,"about_ca_system_score_gemma":0.0009437303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007158334,"about_ca_topic_score_gemma":0.007427244,"domain_scores_codex":[0.9990572,0.000130583,0.000255049,0.0002093879,0.0002379698,0.0001097831],"domain_scores_gemma":[0.9954839,0.001047412,0.002285417,0.0002395404,0.0006323478,0.0003114584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005155132,0.00002273279,0.9952371,0.00005457381,0.00001733379,0.001258337,0.0002096338,0.00003506521,0.0003801091,0.00001672653,0.0002210512,0.002495827],"study_design_scores_gemma":[0.00000500368,0.0001184177,0.9919698,0.00004009108,0.00002622614,0.005990952,0.0005486094,0.0001216432,0.0003372967,0.00001047566,0.000821545,0.00001012075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955805,0.001226499,0.0002105048,0.00003426432,0.000006382572,0.00007338163,0.002226264,0.00001428911,0.0006278627],"genre_scores_gemma":[0.9971546,0.0008208496,0.0002619819,0.00003340438,0.00001122543,0.0000470063,0.001538202,0.00000446448,0.0001284012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007158334,"threshold_uncertainty_score":0.01423335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855670953157079,"score_gpt":0.2996169992885726,"score_spread":0.2810602897570018,"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."}}