{"id":"W2806782955","doi":"10.2217/ebo.12.99","title":"Will warfarin become obsolete?","year":2012,"lang":"en","type":"other","venue":"","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Canada","funders":"","keywords":"Warfarin; Computer science; Medicine; Internal medicine; Atrial fibrillation","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":[0.002332275,0.0001538614,0.0002344347,0.0006259084,0.0005160831,0.002188518,0.0004821837,0.001573815,0.02517015],"category_scores_gemma":[0.008468234,0.00009888721,0.0003596175,0.0008646078,0.0004666641,0.002185217,0.0005571877,0.002467949,0.002854287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741158,"about_ca_system_score_gemma":0.003985316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009114675,"about_ca_topic_score_gemma":0.03267064,"domain_scores_codex":[0.9992009,0.0002051672,0.0001117772,0.00006615666,0.0002052692,0.0002108434],"domain_scores_gemma":[0.9958774,0.0009095517,0.0007156148,0.0001730566,0.0008210551,0.001503333],"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":[0.0009496968,0.0004085281,0.03995023,0.0002528038,0.00005444553,0.0005592305,0.0003648645,0.000223794,0.0004086236,0.04140085,0.5078993,0.4075276],"study_design_scores_gemma":[0.0003069239,0.0001730289,0.08167733,0.0009419693,0.0001025452,0.0009895078,0.0009885475,0.0003584002,0.0003865537,0.01510238,0.8989407,0.00003215822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06305611,0.01671305,0.0009243417,0.698887,0.00666721,0.00004021557,0.004252884,0.0001670948,0.2092921],"genre_scores_gemma":[0.4121145,0.03875369,0.00407668,0.3572912,0.02120892,0.0001693882,0.006461696,0.0004302632,0.1594937],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02517015,"threshold_uncertainty_score":0.08420253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0724381252338187,"score_gpt":0.3375272993400119,"score_spread":0.2650891741061931,"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."}}