{"id":"W2097611883","doi":"10.1093/humrep/des129","title":"Evaluation of preparatory psychosocial counselling for medically assisted reproduction","year":2012,"lang":"en","type":"article","venue":"Human Reproduction","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; York University","funders":"London Health Sciences Centre","keywords":"Psychosocial; Session (web analytics); Infertility; Intervention (counseling); Anxiety; Medicine; Clinical psychology; Patient satisfaction; Psychology; Family medicine; Psychiatry; Nursing; 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":[0.01019035,0.0001573986,0.0003416445,0.0002201962,0.0002417672,0.000007355993,0.00006778619,0.0002012734,0.00006280507],"category_scores_gemma":[0.002956078,0.0001494291,0.0001230153,0.0003247514,0.0002082678,0.0002053158,0.0000102184,0.0002117052,0.000009326741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446524,"about_ca_system_score_gemma":0.0001996243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000152603,"about_ca_topic_score_gemma":0.000003233198,"domain_scores_codex":[0.9970294,0.0001698338,0.0006193946,0.0008283224,0.001015553,0.0003374782],"domain_scores_gemma":[0.9962996,0.00002744937,0.0004525064,0.001156066,0.001964013,0.0001003256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001385666,0.002645682,0.02159932,0.00133087,0.0004913487,5.682631e-7,0.002880618,0.00006088426,0.3502876,0.006771541,0.02184091,0.590705],"study_design_scores_gemma":[0.006720432,0.002281571,0.4209638,0.0003635293,0.002984701,0.0003749964,0.001305892,0.000268047,0.3917493,0.02695288,0.1453048,0.0007300597],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856865,0.004998238,0.001242863,0.001500789,0.002170279,0.002384332,0.000002995732,0.0003104528,0.00170355],"genre_scores_gemma":[0.9926454,0.000155675,0.00209723,0.00003007929,0.004231242,0.0003691522,0.00006646867,0.00003095964,0.0003738372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5899749,"threshold_uncertainty_score":0.609354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.181101009508938,"score_gpt":0.4429904605982726,"score_spread":0.2618894510893346,"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."}}