{"id":"W2588886755","doi":"10.1186/s12885-017-3120-0","title":"Papillary thyroid microcarcinoma: the significance of high risk features","year":2017,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Surgical oncology; Exact test; Thyroid carcinoma; Thyroid; Lymph node; Statistical significance; Internal medicine; Retrospective cohort study; Clinical significance; Carcinoma; Oncology; General surgery; Radiology","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":[0.0006900974,0.0001716218,0.0002137591,0.0007014698,0.0002774553,0.0005244958,0.0003081938,0.000334898,0.00174232],"category_scores_gemma":[0.004449102,0.0001033361,0.00013586,0.0005447402,0.0005304585,0.0004557343,0.0004366673,0.0003371508,0.0001448193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002894521,"about_ca_system_score_gemma":0.0003083234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009148681,"about_ca_topic_score_gemma":0.001096331,"domain_scores_codex":[0.9996574,0.0000682276,0.00004006799,0.00007180046,0.000105769,0.00005668861],"domain_scores_gemma":[0.9966878,0.001275216,0.001290718,0.00009942515,0.0002173269,0.0004295734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001091223,0.000006747704,0.9971622,0.000008688899,0.000009258296,0.0002298946,0.000024036,0.00001906652,0.0005575948,0.00001712654,0.00002502569,0.001831208],"study_design_scores_gemma":[0.000004414893,0.00009640997,0.9947814,0.000005845828,0.00002682347,0.004259899,0.0001329284,0.0001604937,0.0003405416,0.00006061174,0.0001276926,0.00000284506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990628,0.0004044854,0.00007404844,0.00004285109,0.000003118367,0.000003316068,0.00002451995,0.000002304358,0.0003825068],"genre_scores_gemma":[0.9998535,0.00003893468,0.00005781588,0.000004862022,0.000008129217,8.800034e-7,0.00001668582,5.720298e-7,0.00001855395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00174232,"threshold_uncertainty_score":0.005828679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946629671852946,"score_gpt":0.2852415907282089,"score_spread":0.2657752940096794,"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."}}