{"id":"W3094293860","doi":"10.47391/jpma.503","title":"Development and validation of a psychometric scale to assess attitude towards safe abortions in Pakistan","year":2020,"lang":"en","type":"article","venue":"Journal of the Pakistan Medical Association","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Scale (ratio); Abortion; Health care; Positive attitude; Structural equation modeling; Family medicine; Social psychology; Pregnancy; Psychology; Statistics","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":[0.0026662,0.00007705557,0.0003161067,0.0001639664,0.00005148076,0.00001586887,0.00009813524,0.0001147923,0.00005945064],"category_scores_gemma":[0.002669644,0.00005369031,0.000069047,0.00088144,0.00001925134,0.00008426415,0.00002543347,0.0003691194,0.00000453933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005616982,"about_ca_system_score_gemma":0.0006050841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001524619,"about_ca_topic_score_gemma":0.00003618552,"domain_scores_codex":[0.9972491,0.0001536449,0.0009976159,0.0001306901,0.001319926,0.00014906],"domain_scores_gemma":[0.9984158,0.0001042246,0.0006443778,0.00008658651,0.0004473291,0.0003016898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007072116,0.0005428887,0.8757499,0.0002754387,0.0001338281,0.000009716262,0.005895835,0.0000305177,0.00846387,0.0001691485,0.001955961,0.1060657],"study_design_scores_gemma":[0.001358381,0.000198296,0.9862568,0.0002260379,0.00005090576,0.00001345191,0.0005138973,0.0000480882,0.002681948,0.00006454287,0.008532482,0.00005520355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514868,0.0001574758,0.002993542,0.04457917,0.0002244903,0.000265872,0.000002570907,0.000006388952,0.0002836991],"genre_scores_gemma":[0.9955507,0.00008883644,0.002655165,0.001291766,0.0003334995,0.000005229418,0.000001515782,0.000008400921,0.00006492167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105068,"threshold_uncertainty_score":0.3196006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299574685264443,"score_gpt":0.3841714109739645,"score_spread":0.3411756641213201,"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."}}