{"id":"W4411750668","doi":"10.1093/humrep/deaf097.1029","title":"P-724 Hashtags, Hope, or Hype? A systematic review of fertility and reproductive health on social media platforms: A systematic literature review","year":2025,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Social media; Systematic review; Reproductive health; MEDLINE; Gynecology; Medicine; Demography; Biology; Sociology; Political science; Population","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":[0.0166519,0.001658017,0.009041117,0.01754454,0.001161828,0.00386562,0.002197003,0.002237737,0.008885739],"category_scores_gemma":[0.07779603,0.001281718,0.009566883,0.01544782,0.001968159,0.005161038,0.002770375,0.001553863,0.0005791274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005990298,"about_ca_system_score_gemma":0.01909445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00927793,"about_ca_topic_score_gemma":0.03059515,"domain_scores_codex":[0.9788824,0.009038455,0.006855086,0.001173864,0.00358056,0.0004696686],"domain_scores_gemma":[0.9402018,0.04551931,0.00866791,0.0008066627,0.004312497,0.0004918072],"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":[0.0001162511,0.00001556022,0.0007235363,0.9676422,0.00453696,0.00007349101,0.0003525653,0.0000384338,0.00005981744,0.0002435744,0.001150367,0.02504731],"study_design_scores_gemma":[0.0001299896,0.0001190624,0.001789603,0.9670026,0.02132692,0.0001657268,0.0006232737,0.00005130165,0.00006783989,0.0002600043,0.008440122,0.00002358441],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001867488,0.993644,0.0003615787,0.0005923955,0.0002182859,0.001982098,0.0007313252,0.00001593949,0.0005869114],"genre_scores_gemma":[0.02851926,0.963173,0.001611365,0.001240166,0.0001584734,0.004615083,0.0003959205,0.00001227762,0.0002745261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01754454,"threshold_uncertainty_score":0.08806473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106252516220217,"score_gpt":0.4147359999127027,"score_spread":0.304110748290681,"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."}}