{"id":"W4254220763","doi":"10.1016/s0022-5223(09)00741-7","title":"2009 Education Awards","year":2009,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Edwards Lifesciences; Thoracic Surgery Foundation for Research and Education","keywords":"Medicine; Medical education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001735522,0.001011466,0.0007571494,0.001962677,0.00226725,0.004172479,0.001184144,0.003804728,0.424186],"category_scores_gemma":[0.003279731,0.0004008498,0.0007277397,0.0009040827,0.0005982218,0.001307253,0.00380119,0.002915397,0.2537545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689016,"about_ca_system_score_gemma":0.005897495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002979269,"about_ca_topic_score_gemma":0.01653578,"domain_scores_codex":[0.9985018,0.00009314961,0.00004373193,0.0001517405,0.000684717,0.0005249552],"domain_scores_gemma":[0.9944021,0.0001596665,0.00009493645,0.0001597157,0.001374493,0.00380906],"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":[0.0001005159,0.0002169533,0.0007153175,0.00005762062,0.000006659762,0.0001166719,0.00003181,0.00008957933,0.0004252207,0.002957996,0.9302546,0.06502704],"study_design_scores_gemma":[0.00003912554,0.00007923139,0.003910068,0.00006164606,0.000006311683,0.0001037081,0.000122149,0.0002546537,0.0001934526,0.001002327,0.9942176,0.000009584918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.008103623,0.002292757,0.001469386,0.06798193,0.09142011,0.0004030347,0.001979835,0.0004707398,0.8258786],"genre_scores_gemma":[0.00528567,0.0004783044,0.0002559932,0.001848654,0.002185022,0.00004588345,0.000517256,0.00004478518,0.9893385],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.424186,"threshold_uncertainty_score":0.8213288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586649928763273,"score_gpt":0.298323939423789,"score_spread":0.2824574401361563,"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."}}