{"id":"W2125457087","doi":"10.1097/01.mcp.0000129754.97392.d5","title":"Chemoprevention of lung cancer","year":2004,"lang":"en","type":"review","venue":"Current Opinion in Pulmonary Medicine","topic":"Retinoids in leukemia and cellular processes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Lung cancer; Cancer prevention; Cancer; Isotretinoin; Disease; Clinical trial; Carcinogenesis; Oncology; Internal medicine; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002756021,0.0003479791,0.0009214096,0.0001699138,0.00002326719,0.000002796181,0.0003481965,0.0003321951,0.00009217852],"category_scores_gemma":[0.000082863,0.0002745367,0.0002336129,0.0003151265,0.0001648555,0.000003643513,0.0001176035,0.0003124068,0.000002392695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044243,"about_ca_system_score_gemma":0.000576483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001734478,"about_ca_topic_score_gemma":4.606167e-7,"domain_scores_codex":[0.99814,0.00009834797,0.0007986656,0.0004969884,0.0002397172,0.0002262248],"domain_scores_gemma":[0.9989881,0.00001822709,0.0004694116,0.0003821764,0.00007320088,0.00006886801],"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":[0.00001612822,0.0001373839,0.0001291242,0.1468315,0.00005936493,0.000001862375,0.00001705646,0.00000664529,0.0001232472,0.00006494682,0.002007537,0.8506052],"study_design_scores_gemma":[0.0003297371,0.00007623697,0.00001189101,0.09596074,0.0001395601,0.00003201091,0.000007564539,0.000006741782,0.00007800283,0.00005873839,0.9030582,0.0002405494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002501156,0.9947047,0.0001677562,0.00002107119,0.004189628,0.0005124859,0.0000265367,0.000007116675,0.0003457039],"genre_scores_gemma":[0.0001382213,0.9959007,0.00001774873,0.000002789709,0.001699884,0.0002043134,0.001792197,0.0000405702,0.0002035575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9010507,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254122276718732,"score_gpt":0.4148373932211663,"score_spread":0.3622961704539789,"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."}}