{"id":"W7073933251","doi":"","title":"Nepal Family Cohort study: a study protocol","year":2024,"lang":"en","type":"article","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Cohort; Cohort study; Public health; Incidence (geometry); Quality of life (healthcare); Disease; Mental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01974024,0.002566823,0.003110495,0.003082552,0.002496892,0.002032112,0.002876545,0.002755787,0.05230362],"category_scores_gemma":[0.01847915,0.002518497,0.001765579,0.00418996,0.001045135,0.002218036,0.001723172,0.003102365,0.01300347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762819,"about_ca_system_score_gemma":0.01140085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006525522,"about_ca_topic_score_gemma":0.01062029,"domain_scores_codex":[0.990475,0.005322573,0.001715997,0.001134187,0.0007163134,0.0006359557],"domain_scores_gemma":[0.9910041,0.00226547,0.001035874,0.001968614,0.002934245,0.000791669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.04390771,0.00653271,0.05848623,0.0615464,0.002006795,0.005124425,0.006330318,0.006174867,0.00371987,0.02755508,0.6246446,0.153971],"study_design_scores_gemma":[0.03410212,0.007519566,0.1552093,0.02369552,0.001128044,0.00197509,0.003704052,0.006537862,0.001985234,0.01581278,0.7477925,0.0005379312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006508338,0.00106334,0.01002154,0.0006201324,0.0004244301,0.9121494,0.06275281,0.000206392,0.006253707],"genre_scores_gemma":[0.005503561,0.0005808173,0.006825942,0.0004458771,0.00006640588,0.9740511,0.01093573,0.00002181666,0.001568707],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05230362,"threshold_uncertainty_score":0.1749731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09017091737808677,"score_gpt":0.3891091074050314,"score_spread":0.2989381900269446,"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."}}