{"id":"W4244753996","doi":"10.1016/b978-0-443-06734-1.00029-8","title":"","year":2011,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; York University","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002783415,0.001855222,0.001007871,0.002348234,0.001376101,0.004706199,0.001118147,0.001494916,0.5820563],"category_scores_gemma":[0.0007661934,0.0007625191,0.0005846343,0.003504294,0.0007567396,0.004181481,0.001893285,0.00197631,0.5443035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149937,"about_ca_system_score_gemma":0.001189044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004154797,"about_ca_topic_score_gemma":0.01172099,"domain_scores_codex":[0.9997602,0.00001812077,0.00001057504,0.00005464379,0.0001292768,0.00002711911],"domain_scores_gemma":[0.9997652,0.00005972922,0.00001268097,0.00004912901,0.00007094982,0.00004240237],"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":[0.00003367016,0.00005554114,0.0001155537,0.0003625072,0.00000679491,0.00008030445,0.0001964492,0.0003280089,0.0008950753,0.02114662,0.5379877,0.4387918],"study_design_scores_gemma":[0.000003571618,0.000006934534,0.0001594704,0.0001647431,0.000004379278,0.00008574295,0.00005699556,0.00009827442,0.0001950101,0.002493467,0.9967269,0.00000457621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002798097,0.003805834,0.001083282,0.0002767147,0.0003663501,0.00001747607,0.0003851186,0.000386309,0.993399],"genre_scores_gemma":[0.0005689682,0.001820825,0.0004289411,0.00006629964,0.00004143117,0.00001136606,0.0002506254,0.0001546553,0.9966568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4179437,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263014677767381,"score_gpt":0.2410884390918651,"score_spread":0.2084582923141913,"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."}}