{"id":"W2567303486","doi":"","title":"Progress in lung cancer chemoprevention.","year":2006,"lang":"en","type":"article","venue":"Cancer Epidemiology and Prevention Biomarkers","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung cancer; Medicine; Breast cancer; Lung; Pathology; Cancer; Biopsy; Bronchoscopy; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001955359,0.00074683,0.0005838731,0.001429374,0.0003606512,0.002053624,0.000939845,0.002325209,0.02597109],"category_scores_gemma":[0.001324777,0.0002835564,0.0006759082,0.001049629,0.0004744398,0.001538211,0.001262838,0.003294274,0.01895781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086909,"about_ca_system_score_gemma":0.002142162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119294,"about_ca_topic_score_gemma":0.003278883,"domain_scores_codex":[0.9993849,0.0001288731,0.0000523552,0.000107959,0.0002314997,0.00009447809],"domain_scores_gemma":[0.9988291,0.0002251119,0.00009190328,0.0000750007,0.0005207717,0.0002581312],"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":[0.0001512173,0.0002457975,0.0009255604,0.001965152,0.00003305191,0.00009971849,0.00004318204,0.0001247992,0.003124988,0.00429293,0.1209776,0.8680161],"study_design_scores_gemma":[0.000032444,0.0002393995,0.002106058,0.0009466538,0.00003631942,0.0003759511,0.00005545544,0.0001309692,0.001235707,0.001327482,0.9934999,0.00001378812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001947944,0.9228595,0.001824934,0.01899643,0.004775875,0.000109345,0.0009204269,0.0003487285,0.04821664],"genre_scores_gemma":[0.01808414,0.8908992,0.006050567,0.01550648,0.004637169,0.0001800074,0.003063941,0.0000921216,0.06148637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02597109,"threshold_uncertainty_score":0.08688194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347133648931312,"score_gpt":0.4157581132496031,"score_spread":0.38228677676029,"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."}}