{"id":"W3145822535","doi":"10.1503/cmaj.210381","title":"Nadia Singh","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sister; Computer science; IMG; Art history; World Wide Web; Multimedia; Visual arts; Art; Sociology; Anthropology; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007178721,0.0008329719,0.0003874789,0.0007357432,0.004658275,0.003812648,0.0009886506,0.001812585,0.3236839],"category_scores_gemma":[0.003774356,0.0003933762,0.0004416367,0.0004081676,0.0007964297,0.003427567,0.003057923,0.005013128,0.1823973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260345,"about_ca_system_score_gemma":0.002039382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008022787,"about_ca_topic_score_gemma":0.01917094,"domain_scores_codex":[0.9992986,0.0001329969,0.00001962102,0.0001319775,0.0003019068,0.000114969],"domain_scores_gemma":[0.9982405,0.0001267058,0.00005859997,0.00008992455,0.0007721469,0.0007121713],"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":[0.000008268698,0.000006772196,0.00005898183,0.0000303135,7.91357e-7,0.00006546255,0.0001105078,0.000006490417,0.00005147303,0.0007873203,0.9810999,0.01777374],"study_design_scores_gemma":[0.000002133321,0.000005447066,0.0001276513,0.00004535874,0.000001134679,0.0003382447,0.0004061511,0.00001035259,0.00005273642,0.0002285524,0.9987766,0.000005738705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001783735,0.01438118,0.002037796,0.1257657,0.05257586,0.0001377376,0.0008468389,0.001975575,0.8004956],"genre_scores_gemma":[0.01182721,0.008144046,0.001463383,0.04075572,0.00358101,0.00009232471,0.0004018253,0.0006387962,0.9330956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6763161,"threshold_uncertainty_score":0.9646829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004417650891955593,"score_gpt":0.21845573929562,"score_spread":0.2140380884036645,"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."}}