{"id":"W4417181859","doi":"10.3389/frph.2025.1710214","title":"Side effects and cessation of the oral contraceptive pill on TikTok: a content analysis","year":2025,"lang":"en","type":"article","venue":"Frontiers in Reproductive Health","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pill; Content analysis; Focus group; Narrative; Alternative medicine; Focus (optics); Family planning; Quarter (Canadian coin)","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":[0.0051384,0.0002212136,0.0003195001,0.00495246,0.0005877379,0.001352463,0.0004528977,0.0002799747,0.001957088],"category_scores_gemma":[0.02272674,0.0001366036,0.0004839498,0.002915385,0.0006435816,0.001413664,0.001385251,0.0004258247,0.0002498673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650487,"about_ca_system_score_gemma":0.00139613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00368593,"about_ca_topic_score_gemma":0.005395821,"domain_scores_codex":[0.9973249,0.00115385,0.0003381305,0.000209465,0.0007851041,0.0001883914],"domain_scores_gemma":[0.9785629,0.01290323,0.003952234,0.0004265395,0.003739993,0.0004150574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007865328,0.0003138808,0.5913247,0.006315344,0.0002651862,0.0006866877,0.1478835,0.0003556433,0.008108997,0.001201231,0.005192834,0.2375655],"study_design_scores_gemma":[0.00003143441,0.0003787194,0.8842978,0.002083355,0.0002357066,0.0004960562,0.0868557,0.001809562,0.002241,0.0003959439,0.02110722,0.00006745144],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889431,0.0005390644,0.001605974,0.0003590444,0.00004688132,0.001074407,0.002714456,0.00002701305,0.004689927],"genre_scores_gemma":[0.9819176,0.0009733858,0.009500914,0.0002876777,0.00008946583,0.002396699,0.00277481,0.00003759208,0.002021831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0051384,"threshold_uncertainty_score":0.02717477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07222345199218932,"score_gpt":0.3953665492927221,"score_spread":0.3231430973005328,"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."}}