{"id":"W1578800751","doi":"10.1111/j.1365-2265.2010.03966.x","title":"How can we meet the information needs of patients with early stage papillary thyroid cancer considering radioactive iodine remnant ablation?","year":2010,"lang":"en","type":"article","venue":"Clinical Endocrinology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Thyroid cancer; Stage (stratigraphy); Papillary thyroid cancer; Thyroid; Thyroidectomy; Cancer; Thyroid carcinoma; Disease; Oncology; Family medicine; Internal medicine; General surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002942241,0.0002091105,0.0004984128,0.0001739331,0.0006362507,0.00001521396,0.0005114764,0.0002950148,0.0001104572],"category_scores_gemma":[0.001886793,0.0001386433,0.00008158853,0.0003169269,0.0006708955,0.0004032477,0.0003331556,0.00185716,0.00001740936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059706,"about_ca_system_score_gemma":0.0007508298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604888,"about_ca_topic_score_gemma":0.002739249,"domain_scores_codex":[0.9965115,0.001108425,0.00131154,0.0001802588,0.0002925763,0.000595723],"domain_scores_gemma":[0.9929667,0.003331155,0.001385842,0.001151056,0.0009919821,0.0001732517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004039139,0.0000715277,0.9711851,0.0001411298,0.00009345317,7.830432e-7,0.01133204,0.00001651012,0.00003296763,0.01095715,0.0007396359,0.005025725],"study_design_scores_gemma":[0.005295846,0.0007737361,0.8965261,0.0001800646,0.00007442212,0.000002146027,0.02059525,0.0001592562,0.0001410475,0.0009477125,0.07498758,0.0003168389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638355,0.0003197531,0.00006548864,0.03109742,0.001721309,0.001726455,0.0002654445,0.00009252989,0.0008760543],"genre_scores_gemma":[0.9962488,0.0005628098,0.0005911254,0.001796874,0.0001577328,0.0003738269,0.00006978739,0.00002380769,0.0001752277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07465906,"threshold_uncertainty_score":0.8068538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187015439934464,"score_gpt":0.4005397259009726,"score_spread":0.2818381819075262,"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."}}