{"id":"W2945439372","doi":"10.1055/s-0039-1680930","title":"Pose de fiduciels par écho-endoscopie pour la radiothérapie stéréotaxique des tumeurs pancréatiques: critères de qualité de la pose et évaluation de son innocuité","year":2019,"lang":"fr","type":"article","venue":"Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Lévis","funders":"","keywords":"Medicine; Gynecology; Nuclear 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01452351,0.0006558977,0.001300647,0.000403821,0.0002889746,0.000212086,0.0005560322,0.00111266,0.002185413],"category_scores_gemma":[0.007505964,0.0006701923,0.0002883125,0.0005083136,0.0009596432,0.0004253043,0.0001520002,0.001848087,0.0004411253],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290533,"about_ca_system_score_gemma":0.01026706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006791431,"about_ca_topic_score_gemma":0.0002480953,"domain_scores_codex":[0.9851528,0.01003993,0.0009266152,0.0008082272,0.0007794995,0.002292859],"domain_scores_gemma":[0.9889882,0.008528266,0.000335578,0.0008764959,0.0003456063,0.0009258405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008370336,0.001159167,0.7907414,0.001360212,0.0006081871,0.0006854403,0.02982595,0.0001359835,0.1432206,0.009646443,0.01076709,0.01101249],"study_design_scores_gemma":[0.01420676,0.002788072,0.7654595,0.005453921,0.001450504,0.001170514,0.005242635,0.01617792,0.1225569,0.04467563,0.01968504,0.001132618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431381,0.01796024,0.01783992,0.005311409,0.0005930437,0.001353046,0.00008660008,0.0001838949,0.01353373],"genre_scores_gemma":[0.8442492,0.01597694,0.1213442,0.002600474,0.00138203,0.0003212645,0.00006648161,0.0001795592,0.01387982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1035043,"threshold_uncertainty_score":0.9998224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032192773429059,"score_gpt":0.4006369732143243,"score_spread":0.3703150454800337,"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."}}