{"id":"W4394203406","doi":"10.6084/m9.figshare.23703143","title":"A survey of barriers and facilitators to caffeine use for apnoea of prematurity in low- and middle-income countries","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Low and middle income countries; Caffeine; Low income; Psychology; Medicine; Developing country; Demographic economics; Economic growth; Psychiatry; Economics","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":[0.00219527,0.0002088829,0.0003973665,0.0004791732,0.0007722085,0.0006174201,0.00031381,0.0005583453,0.002100862],"category_scores_gemma":[0.004659124,0.000386172,0.0003634814,0.001099446,0.0005078224,0.0005701869,0.0008537251,0.000653771,0.0003324464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007132538,"about_ca_system_score_gemma":0.001496717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01954638,"about_ca_topic_score_gemma":0.02258158,"domain_scores_codex":[0.999007,0.0003934127,0.0001348363,0.00008365902,0.000139162,0.0002418659],"domain_scores_gemma":[0.9967527,0.001039037,0.00106711,0.00009337923,0.0004832665,0.0005645108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001150704,0.0002121223,0.9662806,0.0006267373,0.0000443432,0.0005632838,0.01718567,0.00004920549,0.000370422,0.00009927145,0.001918855,0.01253435],"study_design_scores_gemma":[0.000009305165,0.0003572723,0.9692286,0.0002273888,0.00001877749,0.0002743968,0.02789889,0.00006510437,0.00006723176,0.00001858363,0.001823371,0.00001101031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9978084,0.000302734,0.00003166505,0.0003679248,0.000006022794,0.00006192963,0.0004982247,0.00000265848,0.000920456],"genre_scores_gemma":[0.997861,0.000878303,0.0001966881,0.0004039857,0.000007229672,0.00009071392,0.0002296646,0.000001884788,0.000330532],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01954638,"threshold_uncertainty_score":0.03886521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172568635373936,"score_gpt":0.3899216125371914,"score_spread":0.2726647489997978,"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."}}