{"id":"W2787772674","doi":"10.1016/s0140-6736(18)30199-5","title":"Should basic science matter to clinicians?","year":2018,"lang":"en","type":"article","venue":"The Lancet","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Scopus; Medical education; Library science; Web of science; Continuing medical education; Medicine; MEDLINE; Basic research; Psychology; Family medicine; Continuing education; Political science; Computer science; Pathology; Meta-analysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1301602,0.001199493,0.00373094,0.004133613,0.006915913,0.02323764,0.004541869,0.05704858,0.03940698],"category_scores_gemma":[0.4907504,0.001659934,0.001727362,0.005418855,0.02858692,0.03084143,0.008864775,0.04009828,0.01298269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365712,"about_ca_system_score_gemma":0.03668059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005324868,"about_ca_topic_score_gemma":0.009360788,"domain_scores_codex":[0.9157045,0.04816885,0.008162798,0.004797434,0.01785103,0.005315321],"domain_scores_gemma":[0.4502636,0.4053502,0.02546412,0.01699382,0.05291985,0.04900852],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003472347,0.0001787116,0.004620795,0.001770942,0.0003445375,0.0004216536,0.001296467,0.000130106,0.0001922111,0.09900752,0.8215362,0.07015365],"study_design_scores_gemma":[0.0007532634,0.0001611528,0.00350717,0.007237678,0.0003713366,0.0006688156,0.00298429,0.00013551,0.0002084531,0.3893692,0.5944674,0.0001357586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002173902,0.01222943,0.000106057,0.9740466,0.01006467,0.000006922371,0.00002868581,0.000009495939,0.003290688],"genre_scores_gemma":[0.01305844,0.01845355,0.0006418503,0.9214174,0.04472361,0.00005399949,0.0000493778,0.00003762675,0.001564134],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8698398,"threshold_uncertainty_score":0.6883609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3844265362029057,"score_gpt":0.5343601854230375,"score_spread":0.1499336492201319,"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."}}