{"id":"W2913092243","doi":"10.1053/j.semtcvs.2019.02.014","title":"The Future Is Bright Green","year":2019,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Thoracoscopy; Indocyanine green; Resection; Surgery; Cardiothoracic surgery; Radiology; Surgical margin; Image-guided surgery","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":[0.00507397,0.001217941,0.001618106,0.001072175,0.006527241,0.00962499,0.001602634,0.04469746,0.04907005],"category_scores_gemma":[0.02274716,0.0006093802,0.001241814,0.0004987234,0.006182082,0.00861032,0.004943122,0.05506172,0.02448233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004432467,"about_ca_system_score_gemma":0.006733623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00418957,"about_ca_topic_score_gemma":0.01120749,"domain_scores_codex":[0.9947399,0.001334524,0.0002525909,0.0006868183,0.001962195,0.001023955],"domain_scores_gemma":[0.9893473,0.003177381,0.0005131934,0.0004036488,0.001650383,0.004908139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003185649,0.00004053063,0.00009524141,0.0000472666,0.000008164649,0.0003777934,0.00006947243,0.00003224599,0.0000894602,0.005862201,0.9872989,0.00604692],"study_design_scores_gemma":[0.0000302489,0.00002997797,0.0002326251,0.0001859594,0.000004991261,0.0002052127,0.0002918847,0.0000645508,0.00002247118,0.006427394,0.9924838,0.00002093298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009975615,0.003872783,0.0001017852,0.9175362,0.06778989,0.000008512062,0.0000216696,0.00003842818,0.010531],"genre_scores_gemma":[0.00173022,0.002477642,0.0001948488,0.9134638,0.04538912,0.00002240897,0.00002302564,0.00002914175,0.03666967],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04907005,"threshold_uncertainty_score":0.1641557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076704154169552,"score_gpt":0.2556565728673478,"score_spread":0.2448895313256522,"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."}}