{"id":"W4281730371","doi":"10.3389/fpain.2022.889990","title":"Mediating Pain: Navigating Endometriosis on Social Media","year":2022,"lang":"en","type":"article","venue":"Frontiers in Pain Research","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Endometriosis; Social media; Misinformation; Qualitative research; Shame; Futures contract; Medicine; Psychology; Public relations; Social psychology; Sociology; Political science; Business; Gynecology; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03554958,0.0002151388,0.0005630385,0.002296269,0.001030684,0.00005852828,0.0004161563,0.0001035797,0.0005262074],"category_scores_gemma":[0.1097675,0.0002011215,0.000195359,0.005776146,0.0002236976,0.00006431645,0.0003967489,0.003082042,0.00002637969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002297942,"about_ca_system_score_gemma":0.0003816461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009843903,"about_ca_topic_score_gemma":0.00001631641,"domain_scores_codex":[0.9863171,0.007032647,0.0004908335,0.0006262335,0.004122218,0.001410954],"domain_scores_gemma":[0.9645379,0.03409703,0.0001025064,0.0004881095,0.0002824652,0.0004920435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008754669,0.001101079,0.136957,0.0001645463,0.0001920903,0.0010901,0.003720234,0.00002758775,0.0003237258,0.00008179987,0.1472611,0.7082053],"study_design_scores_gemma":[0.06316602,0.02295248,0.10579,0.001656568,0.0001503044,0.0001097192,0.2597413,0.03858438,0.00927759,0.008043688,0.4877127,0.00281529],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306995,0.01061048,0.001632474,0.03176031,0.002041837,0.006415127,0.0002431093,0.000378487,0.01621872],"genre_scores_gemma":[0.9921144,0.0004386473,0.004321751,0.0006857221,0.0004570705,0.001407542,0.0001754201,0.00006402403,0.0003354778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.70539,"threshold_uncertainty_score":0.9992179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956057811254736,"score_gpt":0.3920528722475293,"score_spread":0.2964470911220557,"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."}}