{"id":"W4221126421","doi":"10.3390/curroncol29030150","title":"Non-Small-Cell Lung Cancer in 2022: A Review for General Practitioners in Oncology","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Juravinski Cancer Centre; Grand River Hospital","funders":"","keywords":"Medicine; Lung cancer; Disease; Intensive care medicine; Immunotherapy; Oncology; Cancer; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007830655,0.0005222387,0.003782537,0.0004840891,0.00005660082,0.000006725757,0.0002334731,0.0003970788,0.002023376],"category_scores_gemma":[0.0001054685,0.0004384461,0.0006692157,0.000680122,0.00005035239,0.00004182064,0.0001617648,0.001194411,0.00001992686],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01593249,"about_ca_system_score_gemma":0.006807719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002093884,"about_ca_topic_score_gemma":0.001453993,"domain_scores_codex":[0.9966024,0.0004428344,0.00123876,0.000894327,0.0002067373,0.0006149021],"domain_scores_gemma":[0.9978175,0.0007072075,0.0008030229,0.0004244969,0.00007193175,0.0001758776],"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":[0.00004788191,0.002332664,0.0006677464,0.1230128,0.0001852722,0.0002264185,0.00009326393,0.000001938217,8.190437e-8,0.00003585756,0.06215847,0.8112376],"study_design_scores_gemma":[0.003711922,0.0009418936,0.00004582893,0.04643065,0.003930224,0.00008492318,0.00002220356,0.00003262895,2.698334e-7,0.000006330516,0.944468,0.0003250924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003226646,0.9833814,0.000005245042,0.001754099,0.003569886,0.00887756,0.0002344206,0.00002012002,0.002125033],"genre_scores_gemma":[0.000001140236,0.9525513,0.0001880115,0.0007672054,0.0006287143,0.04403773,0.001351511,0.00007538107,0.0003989771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8823096,"threshold_uncertainty_score":0.9998067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586699769212964,"score_gpt":0.5083812715042517,"score_spread":0.3497112945829552,"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."}}