{"id":"W7070690342","doi":"","title":"Predictors of HSIL Treatment Failure","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Population; Medical screening; Risk factor","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001137035,0.0002006914,0.000266075,0.0005786901,0.0003564128,0.0005846579,0.0003753232,0.0004422183,0.007441062],"category_scores_gemma":[0.007690703,0.0001637658,0.0004875561,0.0007588118,0.000399251,0.0004211387,0.0004435606,0.001089801,0.0004563396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004608332,"about_ca_system_score_gemma":0.0008136267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005382977,"about_ca_topic_score_gemma":0.004261937,"domain_scores_codex":[0.999474,0.0001944683,0.00004796722,0.00008718413,0.00009688156,0.00009950741],"domain_scores_gemma":[0.9941391,0.002627214,0.001998597,0.000252129,0.0004055001,0.0005774446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001306341,0.00002550433,0.9960728,0.0000288201,0.00003439089,0.00005277393,0.00003501051,0.0001760449,0.0001197475,0.00003401874,0.0002874252,0.003002874],"study_design_scores_gemma":[0.0000108128,0.0001743914,0.9970451,0.00004659287,0.00005755559,0.0003744492,0.000206367,0.001041426,0.0002030744,0.000133492,0.0007003546,0.000006448377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924891,0.002084858,0.0006451012,0.0008963325,0.000041875,0.00004006745,0.001387874,0.00002442011,0.002390406],"genre_scores_gemma":[0.9986344,0.0002451714,0.0001610682,0.00006886125,0.00003127933,0.00002070696,0.000411415,0.000005079639,0.0004219544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007441062,"threshold_uncertainty_score":0.02489287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252951300626004,"score_gpt":0.2174788795127155,"score_spread":0.2049493665064554,"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."}}