{"id":"W4383106391","doi":"10.20944/preprints202307.0229.v1","title":"The Unmet Diagnostic and Treatment Needs in Large Cell Neuroendocrine Carcinoma of the Lung","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Oncology; Lung cancer; Etoposide; Internal medicine; Chemotherapy; ERCC1; Small Cell Lung Carcinoma; KRAS; Radiation therapy; Cancer; Pathology; Small-cell carcinoma; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007326426,0.0003134739,0.0009406113,0.001748362,0.0004236458,0.0018188,0.0006273492,0.001432877,0.001246458],"category_scores_gemma":[0.02269832,0.0002087927,0.0004682711,0.00160325,0.001575754,0.003054712,0.001219823,0.002154984,0.0006681351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791636,"about_ca_system_score_gemma":0.002931693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240287,"about_ca_topic_score_gemma":0.002020384,"domain_scores_codex":[0.9969097,0.001443678,0.0005202269,0.0003432416,0.0005935914,0.0001895097],"domain_scores_gemma":[0.9855003,0.009482665,0.001252238,0.0005392579,0.002361915,0.0008635613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002120955,0.00005497507,0.01482229,0.002958347,0.00006013511,0.001092866,0.0004923814,0.0006775624,0.0009485711,0.006534821,0.03252381,0.9396221],"study_design_scores_gemma":[0.0001337518,0.0007613463,0.1130059,0.02056378,0.0005551062,0.0410891,0.01007267,0.002971597,0.002361323,0.1008162,0.7073843,0.0002849264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01434129,0.8461289,0.002964218,0.1311583,0.001667155,0.00001241098,0.0001767285,0.00007459844,0.003476297],"genre_scores_gemma":[0.1797124,0.7700816,0.01049347,0.02172204,0.01607697,0.00007226826,0.0007806256,0.000111337,0.0009493633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007326426,"threshold_uncertainty_score":0.0387463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386824288752107,"score_gpt":0.3670270433981563,"score_spread":0.2831588005106352,"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."}}