{"id":"W4402105865","doi":"10.1016/j.lungcan.2024.107952","title":"New diagnostic and nonsurgical local treatment modalities for early stage lung cancer","year":2024,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Stage (stratigraphy); Modalities; Treatment modality; Lung cancer; Cancer; Radiology; Lung; 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":[0.0006087944,0.0008682933,0.001950624,0.002560492,0.0002035478,0.0008039254,0.0008075948,0.00074831,0.005974142],"category_scores_gemma":[0.001100146,0.0003178822,0.001055959,0.002037151,0.0003834921,0.001150607,0.0005574575,0.00168922,0.001264142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602676,"about_ca_system_score_gemma":0.001042479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151118,"about_ca_topic_score_gemma":0.00525456,"domain_scores_codex":[0.9998075,0.00004090464,0.00004456851,0.00004008655,0.00005155163,0.00001535941],"domain_scores_gemma":[0.9995197,0.0002907787,0.00008921267,0.00001207701,0.00006584507,0.00002227385],"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":[0.0001037405,0.00006488911,0.0001708409,0.04440412,0.0002535968,0.00007816611,0.000037347,0.0002931147,0.0006210859,0.0007891309,0.01895431,0.9342297],"study_design_scores_gemma":[0.0002305306,0.0005339932,0.003737549,0.03405184,0.002791265,0.001821538,0.000132851,0.0002914327,0.0006888327,0.001989009,0.9536743,0.00005680004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005711707,0.9992767,0.00005498424,0.000104576,0.00008387935,0.00000520881,0.00002173996,0.000003453326,0.0003923329],"genre_scores_gemma":[0.0004757528,0.9988794,0.0001098778,0.0001878994,0.00009973742,0.000006207386,0.00002684437,9.627549e-7,0.0002133523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005974142,"threshold_uncertainty_score":0.0199855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03839558299077461,"score_gpt":0.4081703062829091,"score_spread":0.3697747232921345,"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."}}