{"id":"W4407048686","doi":"10.33545/26164485.2025.v9.i1.f.1380","title":"Impact of lifestyle intervention on clinical outcomes in PCOD: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"International Journal of Homoeopathic Sciences","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Medicine; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"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":[0.01050768,0.001501526,0.01062451,0.006566109,0.0006933744,0.002689151,0.001817532,0.00208502,0.003707964],"category_scores_gemma":[0.04855346,0.0009032049,0.00950256,0.008552183,0.0009030729,0.001961769,0.001381536,0.00131381,0.0001997691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00414856,"about_ca_system_score_gemma":0.01164337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007416891,"about_ca_topic_score_gemma":0.01631909,"domain_scores_codex":[0.9898684,0.004076942,0.003455467,0.0006790673,0.001647306,0.0002728759],"domain_scores_gemma":[0.9593752,0.03106756,0.006220072,0.0005028405,0.002433293,0.000401034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000357742,0.00002683859,0.000905022,0.9647067,0.01382851,0.000050504,0.0001231585,0.00007349494,0.00007414891,0.00008156854,0.0004359174,0.01933648],"study_design_scores_gemma":[0.0007915645,0.0003991227,0.006708529,0.8298383,0.1553285,0.0001964591,0.0002558113,0.0001539783,0.0001756526,0.0002069703,0.005905268,0.00003988615],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002350527,0.9959078,0.0001621826,0.0002686792,0.0001056658,0.0006189533,0.0003373217,0.00001105671,0.000237927],"genre_scores_gemma":[0.04410161,0.9523605,0.0009763521,0.0006136083,0.0001126499,0.001440814,0.0002881496,0.000007807704,0.00009845837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01062451,"threshold_uncertainty_score":0.05557054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2146476436203633,"score_gpt":0.5923838912967403,"score_spread":0.3777362476763769,"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."}}