{"id":"W4254610087","doi":"10.1002/9781118410868.wbehibs258","title":"Cancer Prevention","year":2014,"lang":"en","type":"other","venue":"The Wiley Blackwell Encyclopedia of Health, Illness, Behavior, and Society","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cancer; Globe; Intervention (counseling); Obesity; Environmental health; Medicine; Physical activity; Business; Physical therapy; Internal medicine; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001137694,0.0007294783,0.0006099246,0.002735335,0.001011991,0.001991341,0.001292071,0.001479593,0.3105185],"category_scores_gemma":[0.00385104,0.0002966945,0.0008443032,0.001913748,0.000258141,0.0006982257,0.001825059,0.002018014,0.1123977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000995266,"about_ca_system_score_gemma":0.002743013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007565611,"about_ca_topic_score_gemma":0.01009432,"domain_scores_codex":[0.9990457,0.0002093725,0.00005677209,0.0001351172,0.0004049983,0.0001480072],"domain_scores_gemma":[0.9979677,0.0002174587,0.0001353127,0.0002372277,0.0009673642,0.0004750075],"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":[0.00005333839,0.0001925229,0.001739899,0.0005679973,0.00002737966,0.00006771163,0.00004134308,0.00006333813,0.0001547515,0.004428306,0.6360447,0.3566186],"study_design_scores_gemma":[0.0000297183,0.00004636458,0.002686737,0.0006046006,0.00001934578,0.000195706,0.00004600394,0.00003204819,0.000108986,0.001255324,0.9949703,0.000004876605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001904332,0.02626209,0.001907582,0.02288604,0.00547021,0.0008664005,0.02248953,0.001399778,0.9168141],"genre_scores_gemma":[0.0212603,0.04163382,0.005058675,0.01726688,0.003971637,0.0007397184,0.03446061,0.0002475594,0.8753609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3105185,"threshold_uncertainty_score":0.9834616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983232413364873,"score_gpt":0.3350815552867676,"score_spread":0.3052492311531189,"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."}}