{"id":"W2159274727","doi":"10.1093/annonc/mds476","title":"From randomized trials to the clinic: is it time to implement individual lung-cancer screening in clinical practice? A multidisciplinary statement from French experts on behalf of the french intergroup (IFCT) and the groupe d'Oncologie de langue française (GOLF)","year":2012,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Multidisciplinary approach; Family medicine; Statement (logic); Lung cancer; Randomized controlled trial; Lung cancer screening; Clinical trial; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.7288564,0.00326923,0.01657357,0.004667209,0.006620183,0.03079904,0.01484405,0.06416649,0.007905059],"category_scores_gemma":[0.7720506,0.005010624,0.01288614,0.004752123,0.01338539,0.0262471,0.01245437,0.0453149,0.00380283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0169286,"about_ca_system_score_gemma":0.09137533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006827455,"about_ca_topic_score_gemma":0.01725882,"domain_scores_codex":[0.2450685,0.6285651,0.07819858,0.01406816,0.02826356,0.005836128],"domain_scores_gemma":[0.09254877,0.7753048,0.03376962,0.02128704,0.05181364,0.02527611],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01636412,0.001109279,0.005052371,0.01907049,0.005893777,0.0005174848,0.004270826,0.001925467,0.001019031,0.03664491,0.5530781,0.3550541],"study_design_scores_gemma":[0.06606233,0.006359492,0.01117244,0.08934611,0.008054787,0.0005104996,0.003249003,0.006474837,0.001934614,0.145014,0.6603286,0.00149349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001266804,0.02659717,0.007630412,0.9298684,0.028333,0.003698986,0.0004403969,0.0002006863,0.001964257],"genre_scores_gemma":[0.02050908,0.009671673,0.08399221,0.8457756,0.02393445,0.01401904,0.0004785342,0.000254753,0.00136466],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7288564,"threshold_uncertainty_score":0.3343683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056503484937791,"score_gpt":0.5273528145136473,"score_spread":0.3217024660198682,"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."}}