{"id":"W4393090887","doi":"10.1158/1538-7445.am2024-223","title":"Abstract 223: Precision medicine-based platform to guide the treatment of EML4-ALK fusion lung cancers and other NSCLC","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada)","funders":"","keywords":"Medicine; Lung cancer; Oncology; Internal medicine","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":[0.001138942,0.0009804202,0.0007774263,0.001071846,0.0002651716,0.001321074,0.0007108237,0.001314966,0.004304684],"category_scores_gemma":[0.001074002,0.0004013349,0.0008368671,0.0003661319,0.0003844934,0.0005584584,0.0009069839,0.001019833,0.002798431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593894,"about_ca_system_score_gemma":0.0006281758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000431157,"about_ca_topic_score_gemma":0.0005376937,"domain_scores_codex":[0.9992325,0.0001158902,0.00005060793,0.0001801214,0.0003605656,0.00006026702],"domain_scores_gemma":[0.9996088,0.00008320267,0.00007308168,0.00005456059,0.0001382941,0.0000420819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003646383,0.0001643527,0.003137335,0.0005804317,0.0001490762,0.0005389144,0.00005438831,0.00397915,0.8636236,0.001224588,0.01064837,0.1155351],"study_design_scores_gemma":[0.0001045248,0.0009848356,0.003269465,0.00008537021,0.0002206371,0.001403317,0.00003869099,0.01827502,0.9096042,0.001320911,0.06462821,0.0000648056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3269846,0.04202187,0.5457224,0.006904899,0.002029263,0.002456123,0.01832976,0.02223395,0.03331721],"genre_scores_gemma":[0.6668423,0.01003717,0.2805428,0.004956803,0.0005457207,0.001314369,0.01318072,0.0008691386,0.02171103],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004304684,"threshold_uncertainty_score":0.0144006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0959895341810242,"score_gpt":0.4972038645440597,"score_spread":0.4012143303630355,"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."}}