{"id":"W4256662626","doi":"10.32920/ryerson.14662482.v1","title":"Pilot study : investigating child life support sessions as a tool for retinopathy of prematurity infants undergoing ROP eye exams","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Retinopathy of prematurity; Coping (psychology); Medicine; Distress; Pediatrics; Clinical psychology; Gestational age; Pregnancy","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":[0.002685371,0.0004457112,0.0004596479,0.0005787955,0.0006840524,0.0004185369,0.0005018782,0.0006071245,0.002577296],"category_scores_gemma":[0.007058814,0.0002492097,0.0005198261,0.0003219696,0.0002435046,0.0003414158,0.0003842912,0.0007111771,0.0002849205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540957,"about_ca_system_score_gemma":0.0009847971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254271,"about_ca_topic_score_gemma":0.001981168,"domain_scores_codex":[0.9985089,0.001020931,0.00006762887,0.00008733667,0.0001511384,0.0001640686],"domain_scores_gemma":[0.9950638,0.002717814,0.0005378001,0.0002441823,0.0004118607,0.001024506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03546995,0.2231787,0.4214483,0.003206504,0.0004811347,0.006508521,0.05051953,0.0005658221,0.02603657,0.0003554483,0.001232082,0.2309975],"study_design_scores_gemma":[0.002349882,0.4851924,0.4944429,0.0001858177,0.000217153,0.0009317955,0.01086732,0.0004345169,0.002932637,0.00007602994,0.002323776,0.00004578304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991486,0.00006413121,0.00005935875,0.00002753542,0.000008431501,0.0004119179,0.0000304905,0.000002683345,0.0002468357],"genre_scores_gemma":[0.9953981,0.0002893525,0.001528377,0.0001096746,0.00005058985,0.001911671,0.00009509011,0.000002366753,0.0006147893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002685371,"threshold_uncertainty_score":0.01420176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05351189755133387,"score_gpt":0.3348847338588708,"score_spread":0.281372836307537,"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."}}