{"id":"W4378190196","doi":"10.1016/j.jogc.2023.03.050","title":"Une approche patient-centrée pour l’identification des symptômes précoces de l'endométriose - fouille de texte des réseaux sociaux en ligne","year":2023,"lang":"fr","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Gynecology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00793183,0.0004347374,0.0009379198,0.0008612436,0.00134741,0.002399096,0.001396262,0.003072135,0.01732644],"category_scores_gemma":[0.02748641,0.0003392618,0.001243663,0.0007031219,0.0006677267,0.001487652,0.001812372,0.002197117,0.003579289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009780779,"about_ca_system_score_gemma":0.003693823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722748,"about_ca_topic_score_gemma":0.005911335,"domain_scores_codex":[0.9921092,0.005105418,0.0007002755,0.0005805636,0.001226535,0.0002779755],"domain_scores_gemma":[0.9861066,0.007242594,0.000965693,0.0008249429,0.003860459,0.0009996315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0015605,0.0007745256,0.01646038,0.002857991,0.0003320973,0.004384899,0.001955167,0.0006448535,0.003023659,0.004991389,0.09687348,0.866141],"study_design_scores_gemma":[0.00341224,0.003776776,0.04776623,0.01334919,0.001223607,0.02585261,0.003452762,0.004675384,0.006051245,0.01473266,0.8753882,0.0003189997],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1091924,0.1018429,0.2543107,0.3176104,0.02219686,0.007621842,0.002934429,0.003738333,0.1805523],"genre_scores_gemma":[0.3416861,0.04755902,0.4861889,0.06310911,0.01270285,0.004874028,0.002629082,0.0004088471,0.04084198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01732644,"threshold_uncertainty_score":0.05796272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085393567783005,"score_gpt":0.286921251551434,"score_spread":0.2660673158736039,"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."}}