{"id":"W4207034308","doi":"10.1088/1742-6596/2167/1/012024","title":"From conception to clinical trial: IViST, the first multi-sensor-based platform for real-time In Vivo Source Tracking in HDR brachytherapy","year":2022,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"","keywords":"Computer science; Scintillator; Brachytherapy; Tracking system; Dosimeter; Photomultiplier; Tracking (education); Medical physics; Optics; Physics; Computer vision; Detector; Radiation; Telecommunications","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":[0.0119566,0.0005566874,0.0009489142,0.0004135836,0.0003704622,0.002508154,0.001417395,0.0009325298,0.01602539],"category_scores_gemma":[0.007978157,0.0004924728,0.0005036235,0.0003456723,0.0007063003,0.0009533436,0.001256251,0.002032606,0.006237717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014207,"about_ca_system_score_gemma":0.003920983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000357092,"about_ca_topic_score_gemma":0.0006301635,"domain_scores_codex":[0.996574,0.001749039,0.000120425,0.0004680741,0.0007720258,0.0003164638],"domain_scores_gemma":[0.995654,0.0008214113,0.0006539556,0.000692745,0.0005933355,0.001584553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02555401,0.002475599,0.01638229,0.001256854,0.0004433495,0.0007361933,0.0008681148,0.00527656,0.09835749,0.01253492,0.1566852,0.6794294],"study_design_scores_gemma":[0.01392996,0.03925043,0.02587603,0.0003302742,0.0005675841,0.002176922,0.0003101929,0.02569787,0.1674467,0.0111051,0.7129282,0.0003808138],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2378594,0.01155999,0.5816799,0.03096345,0.009289346,0.0225716,0.01286538,0.02137617,0.07183485],"genre_scores_gemma":[0.600401,0.002358428,0.3084939,0.00838847,0.002275154,0.02337229,0.00471341,0.003464449,0.04653279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01602539,"threshold_uncertainty_score":0.06323332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06431719315190833,"score_gpt":0.3642255112673102,"score_spread":0.2999083181154019,"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."}}