{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003679052,0.0002873605,0.0001726716,0.0002024398,0.0007300737,0.0004902451,0.0004184236,0.000387197,0.00485351],"category_scores_gemma":[0.01523618,0.0001307619,0.0002366908,0.0001258717,0.0002539619,0.0002086166,0.0005273751,0.000532382,0.0002622588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005291452,"about_ca_system_score_gemma":0.001230695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007590012,"about_ca_topic_score_gemma":0.001618624,"domain_scores_codex":[0.998436,0.0009306832,0.00006343285,0.00004998503,0.0003733041,0.000146653],"domain_scores_gemma":[0.9946637,0.002785866,0.0009631756,0.0001356894,0.0004478326,0.001003701],"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":[0.005505671,0.01443405,0.2683309,0.00158724,0.0001523898,0.001635841,0.03307814,0.001011503,0.01300276,0.0004204279,0.003565359,0.6572757],"study_design_scores_gemma":[0.0006109938,0.03694846,0.9112707,0.0005435458,0.0001917657,0.0032947,0.02350917,0.002275703,0.005820391,0.0004070697,0.01503078,0.00009673902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964389,0.0002193103,0.0003509281,0.0002701726,0.00001976547,0.000387292,0.00002538529,0.00002093108,0.00226743],"genre_scores_gemma":[0.9970708,0.0001782465,0.001987763,0.00009558395,0.00001819621,0.0002125427,0.00004426677,0.000002610794,0.000389973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00485351,"threshold_uncertainty_score":0.01945692,"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."}}