{"id":"W4293103335","doi":"10.5430/jnep.v12n8p1","title":"Effectiveness of learning intramuscular injection techniques with aid of an interactive APP","year":2022,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Medical education; Research Object; Computer science; Discipline; Medicine; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001750653,0.0005186858,0.0004792552,0.0005778287,0.0001890675,0.0007239739,0.0004840809,0.0005843961,0.001968416],"category_scores_gemma":[0.01356077,0.0001396546,0.0005334507,0.0001840718,0.0002020811,0.000681237,0.0005499733,0.0004601664,0.0004928525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127067,"about_ca_system_score_gemma":0.0003649383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002624309,"about_ca_topic_score_gemma":0.0003308011,"domain_scores_codex":[0.9971772,0.00130527,0.0002633282,0.0002559377,0.0008273474,0.0001708933],"domain_scores_gemma":[0.9888893,0.008670737,0.0008422119,0.0003588283,0.0007181123,0.0005207142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.005908347,0.01669014,0.05186279,0.00238344,0.0003368093,0.0004733868,0.004743257,0.001125808,0.03372544,0.0001640379,0.0009938321,0.8815928],"study_design_scores_gemma":[0.001034719,0.1572729,0.7033504,0.001327032,0.002750627,0.003789043,0.008902567,0.01063301,0.09197971,0.0006221567,0.0180782,0.0002596104],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933248,0.0008163049,0.001875638,0.0000955087,0.00003271347,0.000173203,0.00004244041,0.00009427876,0.003545183],"genre_scores_gemma":[0.9891611,0.0009855793,0.00683426,0.00009995674,0.00004211425,0.0001929178,0.0000852028,0.00001805768,0.002580839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001968416,"threshold_uncertainty_score":0.009258449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598293011408576,"score_gpt":0.3766292311369369,"score_spread":0.3606463010228511,"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."}}