{"id":"W2330570655","doi":"10.1136/sextrans-2011-050102.33","title":"S8.3 Research and training needs","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Presentation (obstetrics); Capacity building; Translational research; Public health; Quality (philosophy); Bench to bedside; Intensive care medicine; Medical physics; Pathology; Surgery","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":[0.0191196,0.0009342199,0.0009358694,0.001705507,0.003397626,0.005915778,0.003670845,0.01098521,0.2386707],"category_scores_gemma":[0.03630299,0.0004763413,0.001477106,0.001267457,0.001677723,0.005370653,0.006524162,0.005216561,0.07285047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004636869,"about_ca_system_score_gemma":0.0701057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008924592,"about_ca_topic_score_gemma":0.0120058,"domain_scores_codex":[0.9864157,0.005164449,0.0007510565,0.0008268293,0.002748527,0.00409342],"domain_scores_gemma":[0.8982452,0.01309018,0.002296153,0.003093388,0.03257542,0.05069969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002779808,0.0005976317,0.003642098,0.00157113,0.00001953626,0.0005748319,0.0007704706,0.0003799828,0.001201248,0.02010025,0.7035667,0.267298],"study_design_scores_gemma":[0.0001125877,0.0004167389,0.006512974,0.003189363,0.00001930655,0.0007480946,0.004409985,0.0004336537,0.0004160755,0.01601084,0.9676779,0.00005257762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.005978614,0.009748484,0.002708171,0.849974,0.01569529,0.0005678992,0.002627821,0.0006766718,0.1120231],"genre_scores_gemma":[0.1216414,0.04735599,0.0670747,0.3952499,0.02341354,0.004692787,0.01577204,0.0007317528,0.3240679],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2386707,"threshold_uncertainty_score":0.7984329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281496638606949,"score_gpt":0.347387675656147,"score_spread":0.2192380117954522,"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."}}