{"id":"W2991350931","doi":"10.4244/eijv15i10a156","title":"Eyes of the Heart Team – the interventional imaging specialist: a pathway for future generations","year":2019,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Interventional cardiology; Interventional radiology; Medical physics; Radiology; Surgery","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":[0.008988321,0.0007129425,0.0006639485,0.0009218529,0.01230619,0.01071521,0.001927929,0.0184542,0.07580451],"category_scores_gemma":[0.02542391,0.000697912,0.000811446,0.0003994626,0.005544735,0.01734427,0.01533221,0.02304493,0.012288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004564985,"about_ca_system_score_gemma":0.02517767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005595584,"about_ca_topic_score_gemma":0.01629606,"domain_scores_codex":[0.9928529,0.002706835,0.0003255389,0.0006687107,0.001453802,0.00199231],"domain_scores_gemma":[0.9383707,0.005409802,0.002067726,0.0008796826,0.00673229,0.0465397],"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":[0.0001731049,0.0008156174,0.0102375,0.0002795846,0.00004543959,0.007188439,0.01355924,0.0001646236,0.000840879,0.05199351,0.8083036,0.1063985],"study_design_scores_gemma":[0.00009481719,0.0003530033,0.003913471,0.002090983,0.0000350274,0.00860165,0.03740531,0.0002537986,0.000221613,0.07682402,0.870056,0.0001501977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004542622,0.003919116,0.002000555,0.9629002,0.007410063,0.00002929557,0.00003808683,0.00007455033,0.01908559],"genre_scores_gemma":[0.1720855,0.01554783,0.0119744,0.6906162,0.01365408,0.0002145924,0.0002177926,0.0002910054,0.09539859],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07580451,"threshold_uncertainty_score":0.2535913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165088928588125,"score_gpt":0.3173346946691666,"score_spread":0.2956838053832854,"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."}}