{"id":"W3131375066","doi":"10.1080/21642850.2021.1884556","title":"‘I felt less alone knowing I could contribute to the forum’: psychological distress and use of an online infertility peer support forum","year":2021,"lang":"en","type":"article","venue":"Health Psychology and Behavioral Medicine","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; McGill University Health Centre; McGill University; University of Toronto; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Loneliness; Psychology; Distress; Shame; Feeling; Fertility; Anxiety; Peer support; Fertility clinic; Clinical psychology; Social psychology; Medicine; Psychiatry; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009645005,0.0002635033,0.0009653707,0.0001305083,0.0002557469,0.000009145378,0.0001283131,0.0003387712,0.00007210646],"category_scores_gemma":[0.00083567,0.0001630195,0.00004843116,0.0003703564,0.0009085882,0.0001105106,0.0001230896,0.0007879765,0.000001961304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003460477,"about_ca_system_score_gemma":0.00009028445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003706255,"about_ca_topic_score_gemma":0.00120368,"domain_scores_codex":[0.9970482,0.0002478732,0.0008198296,0.0008433398,0.0003542843,0.0006864534],"domain_scores_gemma":[0.9976674,0.0001350043,0.0002117334,0.0009230854,0.0004963669,0.0005663822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001909431,0.00250896,0.5627885,0.0002935915,0.00003655154,0.000308672,0.0006583083,2.804791e-7,0.001789029,0.0003115301,0.02775056,0.4016445],"study_design_scores_gemma":[0.003567061,0.006943153,0.9348739,0.0002110007,0.00009639273,0.001011444,0.00165785,0.000005286661,0.00019592,0.0002767538,0.05101663,0.0001445852],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6626979,0.002011878,0.000154557,0.3338283,0.0003810658,0.000699011,0.0001424269,0.00006355214,0.00002134514],"genre_scores_gemma":[0.9589387,0.00126597,0.001119163,0.03783185,0.0001604889,0.000059977,0.0004097458,0.00001840454,0.0001957147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4014999,"threshold_uncertainty_score":0.6647741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2354513365874166,"score_gpt":0.5019213196890344,"score_spread":0.2664699831016178,"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."}}