{"id":"W4205949920","doi":"10.1136/bmjsrh-2021-201389","title":"Reducing the harms of unsafe abortion: a systematic review of the safety, effectiveness and acceptability of harm reduction counselling for pregnant persons seeking induced abortion","year":2022,"lang":"en","type":"review","venue":"BMJ Sexual & Reproductive Health","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"World Health Organization","keywords":"Medicine; Misoprostol; Abortion; Unsafe abortion; Harm reduction; Vacuum aspiration; Observational study; Psychological intervention; Intervention (counseling); Harm; Family medicine; Family planning; Obstetrics; Pregnancy; Public health; Population; Psychiatry; Nursing; Environmental health; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01987554,0.0005424946,0.004755008,0.0002107151,0.0006817448,0.000008542912,0.0003033825,0.0001960691,0.00003106993],"category_scores_gemma":[0.004315183,0.000326275,0.0006077157,0.001358944,0.0004192781,0.0001628268,0.00009019986,0.0009194335,3.561333e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008831705,"about_ca_system_score_gemma":0.003281232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004682428,"about_ca_topic_score_gemma":0.000004139853,"domain_scores_codex":[0.9886762,0.004510591,0.003717396,0.001599271,0.001036839,0.0004596971],"domain_scores_gemma":[0.9882463,0.000948312,0.007070099,0.002438982,0.001161769,0.0001345199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003726037,0.0002641719,0.00002616501,0.8185821,0.0003507909,3.906002e-7,0.002670097,0.000005521921,0.00015496,0.00007341697,0.00002946309,0.1774703],"study_design_scores_gemma":[0.001157814,0.00276499,0.003283526,0.9662452,0.007277797,0.001056943,0.004950398,0.00003755128,0.0003517647,0.0001072387,0.01221248,0.0005543233],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003483999,0.9524577,0.0005508122,0.001273869,0.001018428,0.04099773,0.0001716642,0.00003165294,0.00001409929],"genre_scores_gemma":[0.009134115,0.9860337,0.0001384016,0.00005840133,0.0006702957,0.003718834,0.0001127614,0.00008051056,0.00005291385],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.176916,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09497659323812334,"score_gpt":0.4279601990114661,"score_spread":0.3329836057733427,"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."}}