{"id":"W4406912930","doi":"10.1515/tjb-2024-0181","title":"Investigation into drug resistance to cisplatin in cancer stem cell-enriched population in non-small cell lung cancer","year":2025,"lang":"en","type":"article","venue":"Turkish Journal of Biochemistry","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Cisplatin; Lung cancer; Drug resistance; Cancer; Cancer stem cell; Drug; Cell; Oncology; Population; Cancer research; Medicine; Internal medicine; Biology; Pharmacology; Chemotherapy; Microbiology; Genetics; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00009678831,0.0001023114,0.0001966516,0.0003991859,0.0001391909,0.0001996014,0.00008710439,0.0001513145,0.0009956677],"category_scores_gemma":[0.000118423,0.00006315008,0.0001727508,0.0002861613,0.0001120539,0.0001111114,0.0001063791,0.0001811612,0.0001816187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009900459,"about_ca_system_score_gemma":0.0001061277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003702749,"about_ca_topic_score_gemma":0.0005722356,"domain_scores_codex":[0.9998733,0.00001421366,0.00001203081,0.00004042461,0.00004329325,0.00001673913],"domain_scores_gemma":[0.9999003,0.00002170701,0.00001786034,0.000008366385,0.00002883329,0.00002282663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002072891,0.00006085664,0.02143243,0.00004043089,0.00001978936,0.0001259268,0.00005004036,0.00005617386,0.9753985,0.00003161251,0.00004663696,0.00253033],"study_design_scores_gemma":[0.00002613319,0.001561388,0.3952756,0.000006516149,0.0001038626,0.001046581,0.0002587658,0.001813329,0.5970966,0.0001031222,0.002698642,0.000009513748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977574,0.0004770488,0.0009129206,0.00001922196,0.000005869056,0.00003281505,0.0004271544,0.00001536254,0.0003522944],"genre_scores_gemma":[0.9963074,0.0003390549,0.0009920179,0.0000348346,0.00000734101,0.00006666053,0.001335684,0.00000560915,0.0009113548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009956677,"threshold_uncertainty_score":0.003330827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007841319651661195,"score_gpt":0.30146393089297,"score_spread":0.2936226112413088,"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."}}