{"id":"W2982686054","doi":"10.31128/ajgp-07-18-4644","title":"Chemoprevention: A new concept for cancer prevention in primary care","year":2018,"lang":"en","type":"article","venue":"Australian Journal of General Practice","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"National Health and Medical Research Council","keywords":"Primary prevention; Cancer prevention; Medicine; Primary care; Cancer; Secondary prevention; Aspirin; Breast cancer; Family medicine; Colorectal cancer; 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":[0.02542755,0.001383919,0.001935333,0.005349377,0.002797461,0.007498016,0.002856781,0.005575244,0.006880346],"category_scores_gemma":[0.03685546,0.000838356,0.001813114,0.002323999,0.02631322,0.01784873,0.004438259,0.01185808,0.001167555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006604328,"about_ca_system_score_gemma":0.007410896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003317988,"about_ca_topic_score_gemma":0.003080242,"domain_scores_codex":[0.981698,0.01239242,0.0007689637,0.001306255,0.003538679,0.000295663],"domain_scores_gemma":[0.9539945,0.03553331,0.002070825,0.002943913,0.003556327,0.001901166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002742016,0.000293127,0.004362894,0.003129468,0.0002545392,0.0002164146,0.006309782,0.001612567,0.0005665837,0.7288911,0.02861636,0.2254729],"study_design_scores_gemma":[0.0001384214,0.000559185,0.002144918,0.00315701,0.0001643851,0.000628281,0.002209417,0.002351062,0.0002644376,0.8429042,0.1453749,0.0001037664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008428439,0.08604375,0.2848284,0.56607,0.00864052,0.0003632653,0.0003852852,0.00057304,0.04466739],"genre_scores_gemma":[0.3209859,0.1003618,0.3949302,0.1494759,0.01971664,0.002022416,0.0003870188,0.0003529648,0.01176722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02542755,"threshold_uncertainty_score":0.1344754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144001418705818,"score_gpt":0.4339177729223703,"score_spread":0.3195176310517885,"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."}}