{"id":"W4402922448","doi":"10.3390/curroncol31090419","title":"The Clinical Utilisation and Duration of Treatment with HER2-Directed Therapies in HER2-Positive Recurrent or Metastatic Salivary Gland Cancers","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Christie Charity","keywords":"Medicine; Salivary gland; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003834198,0.0001778557,0.0006876408,0.0009937061,0.000392463,0.0009266762,0.0004444428,0.0005111636,0.001538516],"category_scores_gemma":[0.01487586,0.0001642356,0.0009402116,0.001997141,0.0003877342,0.0006995511,0.0004942027,0.0007696919,0.0002494113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072962,"about_ca_system_score_gemma":0.0007579687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362046,"about_ca_topic_score_gemma":0.001537817,"domain_scores_codex":[0.9955258,0.001591119,0.001050124,0.0005957512,0.0009142511,0.0003229431],"domain_scores_gemma":[0.970901,0.009539302,0.01674528,0.0006958523,0.001020435,0.001097976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00229629,0.0001823666,0.9751371,0.000376429,0.0003519784,0.0002817017,0.000344841,0.0003457212,0.000437476,0.00007433514,0.0002534702,0.01991841],"study_design_scores_gemma":[0.00003876396,0.001047844,0.9940492,0.0001328116,0.0001893749,0.00156087,0.0002608297,0.0002760979,0.0002282246,0.00008103163,0.0021175,0.0000175333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878279,0.008964906,0.0003337475,0.0001106628,0.00001721975,0.00004221421,0.001469732,0.000007566757,0.001226057],"genre_scores_gemma":[0.9974781,0.001291243,0.000198796,0.00005162479,0.00003452956,0.00005141466,0.0007526931,0.000006423036,0.0001352484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003834198,"threshold_uncertainty_score":0.02027744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308613027150813,"score_gpt":0.4437895351413984,"score_spread":0.312928232426317,"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."}}