{"id":"W2320433513","doi":"10.4161/hv.27660","title":"Vaccine refrigeration","year":2014,"lang":"en","type":"article","venue":"Human Vaccines & Immunotherapeutics","topic":"Respiratory viral infections research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Refrigeration; Vial; Refrigerator car; Automotive engineering; Medicine; Reliability engineering; Computer science; Environmental science; Engineering; Mechanical engineering; Chemistry","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":[0.00394647,0.0007575687,0.0007498576,0.0009039975,0.0008904355,0.001939809,0.002241201,0.003331252,0.009636637],"category_scores_gemma":[0.0103769,0.0002822121,0.0008319527,0.0006154737,0.000885553,0.002298089,0.001159987,0.003038154,0.004686758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659847,"about_ca_system_score_gemma":0.002547262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004307356,"about_ca_topic_score_gemma":0.006216227,"domain_scores_codex":[0.9963351,0.001044328,0.0004802275,0.0003224114,0.001579763,0.0002380988],"domain_scores_gemma":[0.996036,0.001242532,0.0006237885,0.000173699,0.001791571,0.0001323114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001179718,0.00004293005,0.0005121663,0.002124177,0.000024283,0.0002030137,0.0002266121,0.000250243,0.001612848,0.00997517,0.7586214,0.2262892],"study_design_scores_gemma":[0.000004456921,0.00004925123,0.0002864293,0.0006696814,0.00001168625,0.0001598087,0.0000562705,0.00003724357,0.0006091915,0.0005145532,0.9975942,0.000007199581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003991413,0.4902959,0.004307249,0.24822,0.1846096,0.0001413668,0.001277175,0.0005708209,0.06658649],"genre_scores_gemma":[0.03971017,0.5364681,0.007422849,0.2244861,0.1043239,0.0003466879,0.002360602,0.0006135905,0.0842679],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009636637,"threshold_uncertainty_score":0.03223777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526972301404922,"score_gpt":0.3682823257186064,"score_spread":0.3230126027045572,"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."}}