{"id":"W2587433323","doi":"10.1136/heartjnl-2015-309123","title":"Cochrane corner: self-monitoring and self-management of oral anticoagulation","year":2017,"lang":"en","type":"review","venue":"Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Warfarin; Atrial fibrillation; Aspirin; Stroke (engine); Placebo; Population; Intensive care medicine; Number needed to treat; Randomized controlled trial; Emergency medicine; Physical therapy; Surgery; Relative risk; Internal medicine; Confidence interval; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003782554,0.002268353,0.008688331,0.006427107,0.0008074024,0.004643728,0.002754401,0.005158331,0.1074897],"category_scores_gemma":[0.03080256,0.001033224,0.005339646,0.007284052,0.0008050163,0.003167111,0.001785847,0.004574859,0.01061988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00460432,"about_ca_system_score_gemma":0.008444409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007095381,"about_ca_topic_score_gemma":0.01090363,"domain_scores_codex":[0.9945692,0.002004645,0.001145264,0.0005614687,0.001486404,0.0002330141],"domain_scores_gemma":[0.9829741,0.01012465,0.00394653,0.0003087885,0.001978903,0.0006671125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001830427,0.00005543761,0.0003966944,0.6125948,0.00466542,0.0001209432,0.0001084793,0.0002845402,0.0002626649,0.002862944,0.2284308,0.1483868],"study_design_scores_gemma":[0.009453464,0.0004381057,0.003299545,0.620739,0.01324767,0.0005787705,0.0001647866,0.0006660848,0.0004177063,0.00608585,0.3447282,0.0001808407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001680659,0.8561545,0.002254284,0.01765682,0.01079284,0.008613396,0.03278988,0.001569634,0.06848798],"genre_scores_gemma":[0.02551538,0.8957503,0.006818051,0.02137726,0.005822308,0.0115217,0.007794657,0.0005050861,0.02489522],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1074897,"threshold_uncertainty_score":0.3595887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1768909060380935,"score_gpt":0.4519493959781371,"score_spread":0.2750584899400437,"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."}}