{"id":"W4366442939","doi":"10.2196/42787","title":"Performance and Safety of a New Medical Device (Polybactum) for Reducing the Recurrence Rate of Bacterial Vaginosis: Protocol for a Multicenter, Open-Label, Noncontrolled International Clinical Trial (POLARIS Study)","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacterial vaginosis; Medicine; Gardnerella vaginalis; Informed consent; Clinical trial; Internal medicine; Attrition; Randomization; Pediatrics; Surgery; Gynecology; Alternative medicine","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":[0.01335071,0.003516762,0.004344931,0.001273106,0.001545177,0.002152344,0.001949513,0.004496358,0.01981694],"category_scores_gemma":[0.008814258,0.001205991,0.002584195,0.001307375,0.002079315,0.001400562,0.0009909407,0.004050192,0.00416104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971397,"about_ca_system_score_gemma":0.006507188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006246837,"about_ca_topic_score_gemma":0.001163764,"domain_scores_codex":[0.9912169,0.005662771,0.0008856796,0.0007758052,0.0007772396,0.0006816806],"domain_scores_gemma":[0.9942516,0.00088201,0.001533498,0.0008390529,0.00129527,0.001198652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.932036,0.03368089,0.0009059254,0.003486939,0.0006657032,0.0001376617,0.000177063,0.0009955044,0.005396211,0.0008223705,0.004009741,0.01768591],"study_design_scores_gemma":[0.8208892,0.1550168,0.003026859,0.0005778618,0.0006223725,0.00008336333,0.0000672343,0.0007895697,0.001951842,0.0005427039,0.01637143,0.00006070192],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05804411,0.001618727,0.003421731,0.0004636158,0.0005486136,0.929348,0.002352234,0.0001586828,0.004044355],"genre_scores_gemma":[0.05294034,0.0009272039,0.004858546,0.0005611582,0.0002617659,0.9374678,0.001159407,0.00002241503,0.001801394],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01981694,"threshold_uncertainty_score":0.07060617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4813509643901222,"score_gpt":0.6273228059920949,"score_spread":0.1459718416019727,"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."}}