{"id":"W303962159","doi":"10.1007/978-81-322-1792-3_7","title":"Disease Development (Epidemiology)","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Epidemiology; Disease; Medicine; Pathology","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":[0.0009234353,0.001110724,0.0007155325,0.001782697,0.0005469319,0.002551676,0.0008090286,0.001663619,0.05108863],"category_scores_gemma":[0.002092419,0.0003153055,0.0004491176,0.001409865,0.001708861,0.002283589,0.001934752,0.001906855,0.01765365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508181,"about_ca_system_score_gemma":0.002415735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318048,"about_ca_topic_score_gemma":0.005671613,"domain_scores_codex":[0.9993942,0.0002066159,0.00003199386,0.0001047572,0.0002163631,0.00004606738],"domain_scores_gemma":[0.9995173,0.0002308361,0.00003616264,0.00006020732,0.0001061941,0.00004930436],"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":[0.00001157683,0.00004529206,0.0002952341,0.0005874059,0.00001404373,0.0001044537,0.0003301007,0.0004544761,0.0003464487,0.1710631,0.4818245,0.3449234],"study_design_scores_gemma":[0.000001918668,0.00001065846,0.0002629553,0.0003297683,0.00000402789,0.0001833876,0.00007414124,0.0000610741,0.00005564113,0.04917253,0.9498397,0.000004216308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008384362,0.2271891,0.01707855,0.02416568,0.01589326,0.0001479851,0.000605149,0.0002981936,0.7137836],"genre_scores_gemma":[0.01312282,0.1562317,0.008027088,0.01235672,0.0114009,0.0001759143,0.0005129109,0.0001478719,0.7980242],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05108863,"threshold_uncertainty_score":0.1709085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370465001753193,"score_gpt":0.2209629619787304,"score_spread":0.1839164618034111,"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."}}