{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00607061,0.0004952616,0.0007034581,0.0007840015,0.00426989,0.003304493,0.001268288,0.01139424,0.02858055],"category_scores_gemma":[0.0288567,0.0004086245,0.00048675,0.0007256112,0.001900805,0.004165034,0.003338736,0.01419903,0.009637023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004032443,"about_ca_system_score_gemma":0.006450299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701218,"about_ca_topic_score_gemma":0.01931159,"domain_scores_codex":[0.9973649,0.0009736325,0.0001434864,0.0002527978,0.0006209157,0.0006442515],"domain_scores_gemma":[0.9894694,0.002912762,0.0004874267,0.0001974244,0.002638827,0.004294189],"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":[0.000006138293,0.000005403538,0.0002027117,0.00002030748,0.000001439738,0.0001202709,0.0002964158,0.000006449099,0.0000148058,0.0004537612,0.9967309,0.00214136],"study_design_scores_gemma":[0.000008118393,0.00001092334,0.0008519504,0.0002670186,0.000001761883,0.0003939786,0.003354658,0.00002396937,0.00003360244,0.0005668806,0.9944698,0.00001743832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006715652,0.002979252,0.0000650482,0.9743627,0.01659741,0.00001796969,0.0001666157,0.00002372045,0.005115761],"genre_scores_gemma":[0.008248194,0.003260363,0.0001610212,0.9324422,0.008141573,0.0001111051,0.0001607282,0.0001042789,0.04737052],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02858055,"threshold_uncertainty_score":0.09561145,"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."}}