{"id":"W156211322","doi":"10.1136/bmj.327.7422.1038","title":"Counselling","year":2003,"lang":"en","type":"review","venue":"BMJ","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Childlessness; Psychology; Social psychology; Anxiety; Coping (psychology); Affect (linguistics); Infertility; Developmental psychology; Clinical psychology; Medicine; Psychiatry; Fertility; Pregnancy; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003281377,0.0001638843,0.001034209,0.0001112605,0.00003054123,0.000004931067,0.00006223426,0.0002727138,0.00006578754],"category_scores_gemma":[0.0002013143,0.0001109056,0.0001891753,0.0002039173,0.00004228636,0.00001019317,0.000006259402,0.0003760249,0.0005226575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000514327,"about_ca_system_score_gemma":0.0003447834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000149893,"about_ca_topic_score_gemma":9.992814e-8,"domain_scores_codex":[0.9989931,0.00003339264,0.000354826,0.000295639,0.0001294102,0.0001936143],"domain_scores_gemma":[0.999103,0.00004215234,0.0001653799,0.0005834482,0.00004952756,0.00005648566],"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":[0.000001556134,0.00001397865,0.00000192622,0.02166599,0.00003530035,0.00004294261,0.000002174726,5.879991e-9,1.578297e-8,0.0005586096,0.03159627,0.9460812],"study_design_scores_gemma":[0.00005928781,0.0000456813,5.272825e-7,0.007035884,0.0002702188,0.0004704692,0.000003115077,7.940321e-8,5.22622e-7,0.0001938381,0.9918236,0.0000968177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.268194e-7,0.9757307,0.00004132726,0.0002695487,0.0003404966,0.001305115,0.000002557058,0.0001290145,0.02218092],"genre_scores_gemma":[9.873422e-8,0.9924476,0.001102604,0.0001206952,0.0003825593,0.0001417484,0.00001916721,0.00002699933,0.005758557],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9602273,"threshold_uncertainty_score":0.6717879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1942389257931747,"score_gpt":0.4755238452715209,"score_spread":0.2812849194783462,"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."}}