{"id":"W2999392793","doi":"10.1503/cmaj.190802","title":"A quartet of intruders","year":2020,"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":"Provincial Health Services Authority","funders":"","keywords":"Courtesy; Mordant; Computer graphics (images); Computer science; Orange (colour); Art; Art history; Visual arts; Biology; Horticulture; Composite material; Materials science; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002144749,0.00164263,0.0009292734,0.001681974,0.01023192,0.007849562,0.002072248,0.00285249,0.1939066],"category_scores_gemma":[0.005947888,0.00134082,0.001158513,0.001067516,0.005959766,0.0107435,0.01344662,0.007121921,0.1097561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867319,"about_ca_system_score_gemma":0.001393276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005036866,"about_ca_topic_score_gemma":0.006199412,"domain_scores_codex":[0.9973442,0.000513409,0.00007909107,0.0005734055,0.0009248292,0.0005651093],"domain_scores_gemma":[0.9973376,0.0003078062,0.0001216807,0.00069964,0.0006440778,0.0008892461],"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":[0.0002371236,0.0001128141,0.002890935,0.000170543,0.00005459727,0.001203357,0.01844299,0.0004621348,0.002924799,0.2791689,0.5504417,0.1438902],"study_design_scores_gemma":[0.000007938944,0.00004058408,0.0005598638,0.0001447119,0.00001276925,0.0004721043,0.004530147,0.0004429987,0.0003834326,0.01825646,0.9751134,0.00003569032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01681175,0.001645789,0.04374499,0.02106593,0.006297458,0.0002640657,0.0005905133,0.004570972,0.9050085],"genre_scores_gemma":[0.09784225,0.001074039,0.01377566,0.008882191,0.001098515,0.0002371219,0.0007356446,0.002746093,0.8736085],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1939066,"threshold_uncertainty_score":0.6486824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005689913722490407,"score_gpt":0.2136855989062603,"score_spread":0.2079956851837699,"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."}}