{"id":"W3018082557","doi":"10.36834/cmej.70081","title":"Oral Abstracts","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002505025,0.001165816,0.001004999,0.002523555,0.002300757,0.006407794,0.001917609,0.003163031,0.701013],"category_scores_gemma":[0.01599631,0.0004287288,0.001266923,0.001648846,0.0008474155,0.002185998,0.002333766,0.002671766,0.4264051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700683,"about_ca_system_score_gemma":0.004785254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004977091,"about_ca_topic_score_gemma":0.005234961,"domain_scores_codex":[0.9974419,0.0003384295,0.0002527315,0.0002827245,0.001450613,0.0002335457],"domain_scores_gemma":[0.989815,0.001454497,0.0005732945,0.0007602455,0.006130204,0.001266674],"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":[0.0000854727,0.00003247685,0.00007384597,0.000460527,0.000005709463,0.00008475449,0.00003249395,0.00003126433,0.000128754,0.0008340108,0.9598936,0.03833716],"study_design_scores_gemma":[0.00005477045,0.00003791357,0.0003405586,0.0008614691,0.00001115389,0.0002174061,0.0001112605,0.00003771253,0.0002314267,0.00122511,0.996859,0.00001233175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002313465,0.02025161,0.003988999,0.04871761,0.1613047,0.002447737,0.02758163,0.002147701,0.7312466],"genre_scores_gemma":[0.01365463,0.01491224,0.003190276,0.02044616,0.05024857,0.001533978,0.0125967,0.001096073,0.8823214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.298987,"threshold_uncertainty_score":0.4264687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07601638457223168,"score_gpt":0.4091914211552415,"score_spread":0.3331750365830098,"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."}}