{"id":"W2743436891","doi":"10.1111/his.13335","title":"Crucial parameters in thyroid carcinoma reporting – challenges, controversies and clinical implications","year":2017,"lang":"en","type":"review","venue":"Histopathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute; National Institutes of Health","keywords":"Carcinoma; Thyroid carcinoma; Medicine; Thyroid; General surgery; Pathology; Oncology; Internal medicine","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":[0.009702092,0.0005507274,0.001439284,0.004376731,0.0007070064,0.003075036,0.00196266,0.001861828,0.002567701],"category_scores_gemma":[0.02623349,0.0004302603,0.0008922163,0.004357015,0.002108644,0.004616259,0.001405657,0.00258139,0.001279646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177304,"about_ca_system_score_gemma":0.006295397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005313437,"about_ca_topic_score_gemma":0.008886348,"domain_scores_codex":[0.9953596,0.001652893,0.001165909,0.0003372469,0.00132873,0.0001556668],"domain_scores_gemma":[0.9783351,0.01480055,0.001594578,0.0004093847,0.004623299,0.0002372004],"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":[0.00003927846,0.00001986349,0.001467151,0.0390886,0.0001388098,0.0004721843,0.0008360046,0.0002655354,0.0004039926,0.008844865,0.05112598,0.8972979],"study_design_scores_gemma":[0.00001012689,0.00004435199,0.002228978,0.05455133,0.000328726,0.004173485,0.00156368,0.0001639582,0.0003424303,0.007666126,0.9288677,0.00005905097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002583778,0.9911158,0.0004703607,0.006005968,0.0008210003,0.00001355689,0.00006032163,0.00001303773,0.001241537],"genre_scores_gemma":[0.0031392,0.9924408,0.001121184,0.00207903,0.0008549627,0.00001986985,0.00009048572,0.000009460182,0.0002449614],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009702092,"threshold_uncertainty_score":0.05131012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3776024989899676,"score_gpt":0.4778448207316812,"score_spread":0.1002423217417137,"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."}}