{"id":"W2198948414","doi":"10.1089/thy.2015.0569","title":"Unmet Information Needs of Low-Risk Thyroid Cancer Survivors","year":2015,"lang":"en","type":"letter","venue":"Thyroid","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"University Health Network","keywords":"Medicine; Thyroid cancer; Thyroid; Cancer; Oncology; Environmental health; Internal medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0009370661,0.0005457046,0.0009969653,0.0008652321,0.0006425949,0.00001883609,0.001474943,0.001976012,0.0005321288],"category_scores_gemma":[0.0009713552,0.0005144706,0.0001961041,0.0009243798,0.0001980081,0.0006594476,0.0006659357,0.006367902,0.001376304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029746,"about_ca_system_score_gemma":0.002598217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03241524,"about_ca_topic_score_gemma":0.001798204,"domain_scores_codex":[0.9925376,0.002808189,0.002249758,0.0002338043,0.001162968,0.001007734],"domain_scores_gemma":[0.9904603,0.001351242,0.003313865,0.002579717,0.002062773,0.0002321353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006426735,0.00001782378,0.008491925,0.002205911,0.00007031407,9.522056e-7,0.03464132,0.00003086351,0.00001165216,0.00006605982,0.9535612,0.0008377258],"study_design_scores_gemma":[0.001131501,0.0001755486,0.0009093367,0.0009657037,0.0000999762,0.000001067639,0.01357611,0.000123498,0.0000275818,0.0007965332,0.9816326,0.0005605239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0409303,0.03015804,0.000223931,0.8383909,0.0136037,0.009227155,0.00985204,0.00111732,0.05649654],"genre_scores_gemma":[0.06500105,0.006562138,0.0009012259,0.8980257,0.006395967,0.003214235,0.009962664,0.0003617143,0.009575296],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05963474,"threshold_uncertainty_score":0.9997307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106076718413036,"score_gpt":0.3803122827232041,"score_spread":0.2697046108819006,"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."}}