{"id":"W3021146874","doi":"","title":"Top 20 Research Studies of 2019 for Primary Care Physicians.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Aspirin; Colonoscopy; Internal medicine; Pharyngitis; Hepatitis B; Intensive care medicine; Pneumonia; Blood pressure; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02962983,0.001963574,0.006770559,0.01904719,0.002068999,0.0101146,0.001962619,0.003924663,0.06770189],"category_scores_gemma":[0.1175418,0.001755629,0.007192184,0.01657171,0.0009739083,0.004906195,0.003876462,0.002663088,0.01262569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004817508,"about_ca_system_score_gemma":0.01064967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004786675,"about_ca_topic_score_gemma":0.01446692,"domain_scores_codex":[0.9695467,0.01011253,0.0105722,0.002363408,0.006508954,0.0008961655],"domain_scores_gemma":[0.8826823,0.06537326,0.01929278,0.004033536,0.02416253,0.00445551],"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":[0.003345133,0.00007848618,0.009879157,0.2878776,0.01872799,0.0005138404,0.0005470095,0.000185154,0.001431228,0.004057171,0.3904284,0.2829288],"study_design_scores_gemma":[0.002261229,0.0005374535,0.02539926,0.199678,0.03234217,0.0009798155,0.0006828812,0.0001678255,0.0008824103,0.005759945,0.7311436,0.0001653179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002103515,0.9224152,0.0008449171,0.02420961,0.008128485,0.0009657267,0.02869325,0.0002364551,0.01240291],"genre_scores_gemma":[0.0789113,0.7542984,0.01489833,0.07953579,0.01787664,0.003782906,0.03861486,0.0005801162,0.01150165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06770189,"threshold_uncertainty_score":0.2264854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168224355223353,"score_gpt":0.403989993440582,"score_spread":0.235765638217229,"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."}}