{"id":"W2761062133","doi":"10.2196/resprot.7750","title":"Real-World Treatment Sequences and Outcomes Among Patients With Non-Small Cell Lung Cancer (RESOUNDS) in the United States: Study Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Medicine; Lung cancer; Cancer; Family medicine; Gerontology; Oncology; Demography; Alternative medicine; Internal medicine; Pathology; Sociology","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":[0.01804581,0.001779217,0.00146407,0.001922119,0.00193272,0.001927823,0.002774184,0.002031655,0.01657653],"category_scores_gemma":[0.03202057,0.001408475,0.002473915,0.003639353,0.00151873,0.001906009,0.002086828,0.002704967,0.003141736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004403321,"about_ca_system_score_gemma":0.01719958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008901703,"about_ca_topic_score_gemma":0.01248854,"domain_scores_codex":[0.989158,0.006065035,0.002262015,0.001328579,0.0007333656,0.0004530593],"domain_scores_gemma":[0.9808383,0.004987864,0.005390349,0.003731433,0.003754875,0.001297032],"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":[0.186924,0.02378345,0.2997984,0.01754287,0.009453747,0.002495596,0.004034122,0.0206483,0.002293576,0.01493232,0.3365964,0.08149726],"study_design_scores_gemma":[0.1962464,0.03017958,0.3891144,0.00835542,0.004836528,0.001609933,0.004799306,0.01922549,0.003576988,0.01400354,0.326908,0.001144479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07176765,0.0005385164,0.007334401,0.001724112,0.0002449116,0.6545581,0.2567809,0.0002945102,0.006756932],"genre_scores_gemma":[0.04916058,0.000322621,0.007362008,0.0007579421,0.00006138749,0.8833783,0.05784549,0.00003638629,0.001075214],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01804581,"threshold_uncertainty_score":0.09543651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124539788528082,"score_gpt":0.5490535235379241,"score_spread":0.4245137350098421,"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."}}