{"id":"W7151781432","doi":"10.70675/a5457a73z62aaz4de1z9dcez74790c1e8e65","title":"Évaluation d'algorithmes de délinéation et de planification de traitement basés sur l'intelligence artificielle pour la radiothérapie externe","year":2024,"lang":"","type":"dissertation","venue":"","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaphragm muscle; Body segment","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":[0.002400724,0.00142024,0.0009506829,0.00117333,0.0005399174,0.002412528,0.00161345,0.001828933,0.005531641],"category_scores_gemma":[0.005759422,0.0004882165,0.001166631,0.0008674366,0.0006300378,0.001089875,0.0007645747,0.001107383,0.001459675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459862,"about_ca_system_score_gemma":0.003027317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085852,"about_ca_topic_score_gemma":0.008968304,"domain_scores_codex":[0.9980767,0.0003555537,0.0001602933,0.0004187549,0.0008371617,0.0001515438],"domain_scores_gemma":[0.9969369,0.001464049,0.000177867,0.0002701803,0.001055785,0.000095089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006799407,0.0002289634,0.003861101,0.0004849283,0.0001803818,0.0001574712,0.0002085127,0.3704594,0.02937486,0.00402986,0.007337056,0.5829975],"study_design_scores_gemma":[0.00009761004,0.0003383696,0.002198604,0.00005844085,0.00007926828,0.0001934752,0.00008876382,0.9493826,0.03371603,0.001174022,0.01263793,0.00003481442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1059823,0.002575222,0.8687183,0.0007205826,0.0003418961,0.0004890685,0.0005045578,0.00915793,0.01151019],"genre_scores_gemma":[0.2710572,0.001127985,0.7132366,0.000315477,0.00005036676,0.0005135154,0.00145158,0.0009270312,0.01132008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01085852,"threshold_uncertainty_score":0.02159059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02737335761199509,"score_gpt":0.3390578689539997,"score_spread":0.3116845113420046,"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."}}