{"id":"W2991118647","doi":"10.1136/bmjopen-2018-025879","title":"Kangaroo Mother Care implementation research to develop models for accelerating scale-up in India and Ethiopia: study protocol for an adequacy evaluation","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; University of Alberta","funders":"World Health Organization; Bill and Melinda Gates Foundation","keywords":"Medicine; Population; Environmental health","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":[0.005301645,0.0001162399,0.0002383746,0.0001997995,0.0001438723,0.0001730576,0.0001791124,0.0000779999,0.00008683991],"category_scores_gemma":[0.0001803033,0.0001020512,0.00001466728,0.000275697,0.000007422602,0.0004797924,0.0001929167,0.0001219628,0.000003132854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782337,"about_ca_system_score_gemma":0.0008718888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001530348,"about_ca_topic_score_gemma":0.00115968,"domain_scores_codex":[0.9982197,0.0002572791,0.0003696436,0.000379935,0.000494705,0.000278727],"domain_scores_gemma":[0.998347,0.0001201423,0.0000759774,0.0002397513,0.001144759,0.0000723565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006905851,0.00008615935,0.4507564,0.001603101,0.00006880159,0.000001931257,0.3973803,0.00006206785,0.001566391,0.0004195602,0.001924511,0.1392249],"study_design_scores_gemma":[0.0833441,0.01051505,0.5855902,0.001856007,0.000100357,0.000008708517,0.2840198,0.01737572,0.007872233,0.002090543,0.006063635,0.001163632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4096553,8.467097e-7,0.00005851301,0.0001248773,0.00003011983,0.587447,0.00002164391,0.000007268719,0.002654431],"genre_scores_gemma":[0.3417496,4.018081e-8,0.01213578,0.0001729979,0.00005109939,0.6454782,0.0002404328,0.00002275894,0.000149035],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1380613,"threshold_uncertainty_score":0.4161527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4389482796029633,"score_gpt":0.6073689037824053,"score_spread":0.168420624179442,"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."}}