{"id":"W4232961173","doi":"10.12688/f1000research.1113.1","title":"Aspiration in injections: should we continue or abandon the practice?","year":2014,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open peer review; Plant biology; Physiology; Medicine; Neuroscience; Intensive care medicine; Biology","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":[0.02102061,0.0006855145,0.002684296,0.001733023,0.002604461,0.008248532,0.003651598,0.01140427,0.006492399],"category_scores_gemma":[0.0616206,0.0005791048,0.001843216,0.002647921,0.01158606,0.02124193,0.003265211,0.0130089,0.005810113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004070111,"about_ca_system_score_gemma":0.01354315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008841829,"about_ca_topic_score_gemma":0.01447818,"domain_scores_codex":[0.9824938,0.007476471,0.003125834,0.001482423,0.004773109,0.0006482523],"domain_scores_gemma":[0.9484225,0.03055977,0.004688105,0.001942535,0.01231275,0.00207444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003668437,0.0001550465,0.001979751,0.03500118,0.0001774679,0.001277483,0.005670647,0.0001428359,0.0008648169,0.02606141,0.2487962,0.6795064],"study_design_scores_gemma":[0.00008446031,0.0002274547,0.001652995,0.06248979,0.0001886549,0.003393371,0.01043777,0.0001170165,0.0005026633,0.03248042,0.8882858,0.0001397112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001417474,0.6690913,0.001597887,0.3067489,0.01545666,0.00006778394,0.0000645987,0.0000769135,0.005478522],"genre_scores_gemma":[0.01687405,0.7772963,0.00653475,0.1783641,0.01595135,0.0001650348,0.0001019554,0.0001289216,0.004583627],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02102061,"threshold_uncertainty_score":0.1111689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0994846392987905,"score_gpt":0.4356738671665984,"score_spread":0.3361892278678079,"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."}}