{"id":"W3160989106","doi":"10.3390/cancers13102382","title":"Artificial Intelligence Applications to Improve the Treatment of Locally Advanced Non-Small Cell Lung Cancers","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Lung cancer; Medicine; Health records; Intensive care medicine; Cancer treatment; Medical physics; Artificial intelligence; Cancer; Computer science; Health care; 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":[0.0008248475,0.0005091939,0.0009686942,0.002424564,0.0002235171,0.0009577615,0.0006487723,0.0009801773,0.002577318],"category_scores_gemma":[0.001391903,0.0001957286,0.0006934389,0.00186592,0.0003582349,0.001004224,0.0005927241,0.001717383,0.001188609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005304024,"about_ca_system_score_gemma":0.000848677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001027125,"about_ca_topic_score_gemma":0.001817198,"domain_scores_codex":[0.9997334,0.00007384193,0.00003769701,0.00003390365,0.00009977453,0.00002147193],"domain_scores_gemma":[0.9993721,0.0003959217,0.00006044145,0.00001304045,0.0001343078,0.00002433307],"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":[0.0000355014,0.00007554566,0.0002060583,0.02184734,0.0001255026,0.0001534571,0.00008732589,0.0006281132,0.001239431,0.006652461,0.01688156,0.9520677],"study_design_scores_gemma":[0.00001469041,0.0001145273,0.001153529,0.01021961,0.0001520166,0.001105123,0.00007913057,0.0002836833,0.0007242373,0.003884146,0.9822467,0.00002253909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001300381,0.9974631,0.000235671,0.0004241029,0.0001487201,0.000009712612,0.00001462754,0.000006498416,0.001567476],"genre_scores_gemma":[0.0009770753,0.9979528,0.0003532658,0.0002455203,0.0001023067,0.000008216622,0.00002415257,0.00000146415,0.0003351263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002577318,"threshold_uncertainty_score":0.008621931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712027307984925,"score_gpt":0.3593438514879258,"score_spread":0.3322235784080765,"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."}}