{"id":"W4414492606","doi":"10.3390/curroncol32100536","title":"Bridging Knowledge Gaps in Small Cell Lung Cancer: Data, Challenges and Priorities","year":2025,"lang":"en","type":"review","venue":"Current Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immunotherapy; Limiting; Malignancy; Clinical trial; Biomarker; Lung cancer; Biomarker discovery; Acquired resistance; Immune system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006668072,0.0004535327,0.002817703,0.0005979212,0.00007079572,0.00001598374,0.0004733897,0.0002970883,0.00002196214],"category_scores_gemma":[0.0003612878,0.0003757653,0.0001329308,0.0002740467,0.0002329718,0.000056833,0.001666769,0.001282113,0.000009457196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541686,"about_ca_system_score_gemma":0.004626941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007789679,"about_ca_topic_score_gemma":0.001950412,"domain_scores_codex":[0.9972854,0.0004022008,0.0006061822,0.0009404107,0.0001504478,0.0006153203],"domain_scores_gemma":[0.9979122,0.0008862715,0.0001984164,0.0007234803,0.0001260066,0.0001535694],"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":[0.00001174766,0.0001373289,0.0002605014,0.2553038,0.0001335881,0.00004401305,0.0005203366,1.400538e-8,3.684463e-8,0.00004803023,0.007376692,0.7361639],"study_design_scores_gemma":[0.0009412047,0.0001212164,0.0001340261,0.07579127,0.00124808,0.00002197098,0.0001065088,0.00003113944,2.072506e-7,0.000007944232,0.9213537,0.0002427516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001602466,0.987437,0.000003667332,0.0004527089,0.001907229,0.001944507,0.0001850617,0.00005145728,0.008002383],"genre_scores_gemma":[0.000006454117,0.996758,0.0000396487,0.00001333848,0.0009916207,0.000810203,0.000158283,0.00003805944,0.0011844],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.913977,"threshold_uncertainty_score":0.9998694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3185552287155975,"score_gpt":0.5447749419546917,"score_spread":0.2262197132390941,"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."}}