{"id":"W4297906611","doi":"10.3332/ecancer.2022.1447","title":"Current landscape of clinical trials for HPV-positive head and neck squamous cell carcinoma (HNSCC)","year":2022,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical trial; Head and neck squamous-cell carcinoma; Internal medicine; Oncology; Head and neck cancer; Surrogate endpoint; Head and neck; Cancer; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004775187,0.0001552672,0.001130776,0.00009476059,0.0003177435,0.000008563891,0.0001945363,0.0000521762,0.0003938347],"category_scores_gemma":[0.002611664,0.0001198747,0.0002245661,0.0003577331,0.0005785269,0.00005019265,0.0002182243,0.000356257,0.000001955336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007263388,"about_ca_system_score_gemma":0.001041878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006276813,"about_ca_topic_score_gemma":0.0000182337,"domain_scores_codex":[0.9970367,0.0003028772,0.001039423,0.0005402101,0.0006887754,0.0003919901],"domain_scores_gemma":[0.9971489,0.001759089,0.0003629761,0.0002412697,0.0001330102,0.0003547794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003774053,0.001913736,0.3749316,0.001090402,0.00005618804,0.00004970492,0.004016183,0.00001705,0.001430053,0.0005291298,0.09487176,0.5173201],"study_design_scores_gemma":[0.02109418,0.01038132,0.7957733,0.0002097728,0.0003356398,0.00005439577,0.001338699,0.004798908,0.00232967,0.0003255568,0.1629144,0.0004442251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771637,0.01443012,0.0003043316,0.002361391,0.001748492,0.001000256,0.0002123721,0.00002659563,0.002752733],"genre_scores_gemma":[0.9972662,0.0006654757,0.0003238349,0.0007384892,0.0005280167,0.000253583,0.00001232468,0.00001215342,0.0001998654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5168759,"threshold_uncertainty_score":0.4888347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1251678292673132,"score_gpt":0.4419160758319376,"score_spread":0.3167482465646244,"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."}}