{"id":"W3212170362","doi":"10.1136/bmjopen-2021-050373","title":"Infertility-related distress and clinical targets for psychotherapy: a qualitative study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Infertility; Medicine; Distress; Mental health; Anxiety; Psychological intervention; Thematic analysis; Population; Psychiatry; Qualitative research; Mood; Intervention (counseling); Focus group; Clinical psychology; Psychotherapist; Psychology; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.001872421,0.00009466236,0.0004360967,0.00002697712,0.000078834,0.00003130015,0.0001092762,0.00008852078,0.00006209927],"category_scores_gemma":[0.001856266,0.00007200962,0.00005223084,0.0001437814,0.0001149824,0.00007118357,0.00009480194,0.0001673348,0.000007054609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001431435,"about_ca_system_score_gemma":0.0001920371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005023628,"about_ca_topic_score_gemma":0.00008786126,"domain_scores_codex":[0.9985002,0.0002830364,0.0004624128,0.000479315,0.000111116,0.0001638667],"domain_scores_gemma":[0.9987311,0.000312966,0.0001078595,0.00055628,0.0002024495,0.00008935848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01098693,0.007748248,0.7849544,0.0007385924,0.001439006,0.0002059357,0.043319,2.060081e-7,0.0002095112,0.009462844,0.01417417,0.1267612],"study_design_scores_gemma":[0.01471604,0.004374264,0.8631991,0.0002026428,0.0001290165,0.00003636559,0.04891055,0.00002566054,0.0004012551,0.05522111,0.01252728,0.0002567045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635046,0.001081031,0.0001526734,0.01711416,0.0002181672,0.0161214,0.00003045034,0.00007624811,0.001701266],"genre_scores_gemma":[0.9918842,0.000108137,0.003473853,0.0006306944,0.00006287416,0.001788822,0.00003775338,0.000017596,0.001996099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1265045,"threshold_uncertainty_score":0.2936467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2427593566642112,"score_gpt":0.5991956738655423,"score_spread":0.3564363172013311,"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."}}