{"id":"W3197252684","doi":"10.3148/cjdpr-2021-027","title":"CFDR Research Showcase: Early Bird Abstracts","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Dietetic Practice and Research","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Library science; Medical education; Psychology; Political science; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.01126006,0.001591803,0.001030841,0.002529381,0.004844322,0.009710925,0.002027583,0.004126633,0.276177],"category_scores_gemma":[0.02900288,0.0007414165,0.001701525,0.001733935,0.001310445,0.003261487,0.004620189,0.0047545,0.1348559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005714295,"about_ca_system_score_gemma":0.007434229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01105487,"about_ca_topic_score_gemma":0.03331913,"domain_scores_codex":[0.9916529,0.00164318,0.0003828425,0.0006872903,0.004604644,0.001029096],"domain_scores_gemma":[0.9584383,0.005477028,0.001774211,0.002219042,0.01797668,0.01411458],"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":[0.0001015422,0.00001878171,0.00007234918,0.0001524541,0.000004531511,0.00009515399,0.0001283183,0.00002426534,0.0003808594,0.0002430306,0.9910733,0.007705537],"study_design_scores_gemma":[0.00002658687,0.00005163702,0.0004012062,0.0001382284,0.000004395467,0.00009549916,0.0002252386,0.00003963972,0.0002565582,0.0002448563,0.9984976,0.0000185147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008436553,0.01766752,0.008318655,0.1487886,0.3764922,0.003876704,0.01548138,0.007318114,0.4136202],"genre_scores_gemma":[0.03943507,0.01091401,0.01106253,0.03664446,0.09082419,0.002763206,0.01185758,0.004700596,0.7917984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.276177,"threshold_uncertainty_score":0.9239043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3575552333303831,"score_gpt":0.5674728876662597,"score_spread":0.2099176543358766,"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."}}