{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001402386,0.0006184658,0.0007490155,0.001347647,0.0007701383,0.0006827407,0.001625351,0.002073458,0.2175613],"category_scores_gemma":[0.006049876,0.000190724,0.0005303639,0.0009790601,0.0002565824,0.000656022,0.001206245,0.001350894,0.06288007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008225091,"about_ca_system_score_gemma":0.00192683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600278,"about_ca_topic_score_gemma":0.005813946,"domain_scores_codex":[0.9992435,0.000318689,0.00004909129,0.00008339719,0.0002316768,0.00007368182],"domain_scores_gemma":[0.9988594,0.0005155162,0.00007607461,0.00008065053,0.0002912228,0.0001770818],"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":[0.00006016008,0.0001773191,0.0002801929,0.002314987,0.00002935678,0.0003483752,0.0003674297,0.0000840412,0.0002995813,0.001948754,0.284461,0.7096289],"study_design_scores_gemma":[0.00007159243,0.00003771422,0.00182784,0.002558128,0.00001876445,0.001685221,0.0001996664,0.00004391048,0.00008973017,0.001426546,0.9920299,0.00001104434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006165158,0.307082,0.01454127,0.02219557,0.006325823,0.00253205,0.003386969,0.001354295,0.636417],"genre_scores_gemma":[0.05307811,0.3605978,0.01869027,0.03212596,0.003110826,0.003265479,0.005993431,0.0002497845,0.5228882],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2175613,"threshold_uncertainty_score":0.727815,"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."}}