{"id":"W4399778811","doi":"10.33590/emjintcardiol/yerq9028","title":"EuroPCR 2024 Interview: Julien Dreyfus","year":2024,"lang":"en","type":"article","venue":"EMJ Interventional Cardiology","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009865788,0.00009901401,0.0001929782,0.0001123592,0.0002210638,0.00008501916,0.000186875,0.00007674318,0.005021815],"category_scores_gemma":[0.0002021612,0.00008876344,0.0004532714,0.0002070927,0.0002796254,0.0001119945,0.00010187,0.0001751043,0.003160945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000780464,"about_ca_system_score_gemma":0.00006796832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001504381,"about_ca_topic_score_gemma":0.0005515147,"domain_scores_codex":[0.9985282,0.0005096493,0.0002507546,0.0002705586,0.0002048787,0.0002359291],"domain_scores_gemma":[0.9995892,0.0001193925,0.00002726404,0.0001024204,0.00009600132,0.00006573878],"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":[0.000007109993,0.0000174721,0.0005437667,0.00004750164,0.0002551748,0.0001343805,0.002825064,0.00001058163,0.00002158617,0.2447711,0.7425203,0.008845965],"study_design_scores_gemma":[0.00005797129,0.00006537853,0.003015005,0.00006924628,0.00002490024,0.00003069394,0.001335822,0.00003203694,0.000003798505,0.005993877,0.9892733,0.00009804567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008961391,0.01988091,0.006015611,0.01472182,0.01299069,0.0002605883,0.0000743375,0.0003911823,0.9367035],"genre_scores_gemma":[0.9041106,0.0003103842,0.00008024869,0.0003348167,0.001688094,0.00004394868,0.00002483729,0.00001135879,0.09339577],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8951492,"threshold_uncertainty_score":0.9976152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06377658445959092,"score_gpt":0.383803924096413,"score_spread":0.3200273396368221,"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."}}