{"id":"W3196727638","doi":"10.1080/24740527.2021.1967113","title":"Patient perspectives of pain mitigation strategies for adult vaccine injections","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Public Health Association; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Family medicine; Pharmacy; Vaccination; Physical therapy; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009673345,0.00007653514,0.0002031805,0.0002509105,0.0001056342,0.00002495562,0.00002699521,0.00006223441,0.0001162282],"category_scores_gemma":[0.002860802,0.00006970535,0.0001826435,0.0002375475,0.00003189159,0.00008325414,0.000001773161,0.0001493775,6.342758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949508,"about_ca_system_score_gemma":0.00217241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498851,"about_ca_topic_score_gemma":0.02315266,"domain_scores_codex":[0.9990817,0.0002808946,0.0002887532,0.00008468746,0.0001012003,0.0001628051],"domain_scores_gemma":[0.9976038,0.0001962658,0.0001354901,0.0001043603,0.00170769,0.0002524389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001434805,0.001594835,0.0569237,0.003563894,0.004422541,0.002847405,0.1070483,0.007404969,0.1453363,0.1221219,0.3072886,0.2400126],"study_design_scores_gemma":[0.008383573,0.01698832,0.05489703,0.003639766,0.001097229,0.003257768,0.8001153,0.009138081,0.03914463,0.0122846,0.05018719,0.0008664785],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958902,0.001263668,0.03447957,0.003749282,0.0003741056,0.0002825095,0.00002997452,0.000006287285,0.0009125905],"genre_scores_gemma":[0.9964017,0.00001548986,0.002750026,0.0004936299,0.0002319074,0.000006949393,0.00001166801,0.00001191637,0.00007672039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.693067,"threshold_uncertainty_score":0.9946722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00628457524163864,"score_gpt":0.2370072635197598,"score_spread":0.2307226882781212,"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."}}