{"id":"W2948207897","doi":"10.1016/j.jcin.2019.02.041","title":"Is Antiplatelet Therapy After WATCHMAN Implantation Adequate?","year":2019,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005089646,0.0005354884,0.001328977,0.0005551417,0.0001039292,0.0001551731,0.0002265896,0.0007708141,0.003837131],"category_scores_gemma":[0.00003549693,0.0004684204,0.01019828,0.0003202166,0.00005385988,0.0002259297,0.0001272438,0.0009951332,0.003152316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381169,"about_ca_system_score_gemma":0.00005238435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009614925,"about_ca_topic_score_gemma":0.000002003035,"domain_scores_codex":[0.9966155,0.0002493732,0.0008375917,0.0007899744,0.0009983596,0.0005091426],"domain_scores_gemma":[0.997851,0.00009088324,0.0002559676,0.001505357,0.0002298461,0.00006698514],"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":[0.0001531079,0.00001805915,0.009612092,0.001166914,0.01511038,0.0008185803,0.0001792442,0.00001461433,0.000005727225,0.00001589778,0.9589858,0.0139196],"study_design_scores_gemma":[0.002654865,0.0001595975,0.03447439,0.0006949181,0.002906359,0.0001501278,0.00003993936,0.00001224165,0.00006714219,0.00005340352,0.9583051,0.0004819776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04858592,0.05322631,0.009723855,0.8514747,0.01225199,0.009121288,0.0007542311,0.0009240525,0.01393763],"genre_scores_gemma":[0.160633,0.006324198,0.001001321,0.5581666,0.03606127,0.0003855319,0.01137987,0.0006756769,0.2253725],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2933081,"threshold_uncertainty_score":0.9997767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149159935683139,"score_gpt":0.3521135471009588,"score_spread":0.2371975535326449,"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."}}