{"id":"W6939406464","doi":"10.6084/m9.figshare.21864099","title":"A formal evaluation of The Ottawa Hospital Pain Clinic orientation session: A quality improvement project","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Session (web analytics); Orientation (vector space); Preparedness; Chronic pain; Formative assessment; Coding (social sciences); Debriefing","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":[0.04900278,0.001001201,0.001080454,0.001427584,0.007362685,0.002613821,0.003243794,0.001133416,0.005145114],"category_scores_gemma":[0.04971703,0.0009197289,0.001538218,0.001943471,0.002541216,0.0009771074,0.003971874,0.002319306,0.0005837649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02391367,"about_ca_system_score_gemma":0.06965582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1759325,"about_ca_topic_score_gemma":0.3861369,"domain_scores_codex":[0.962621,0.02279014,0.002015655,0.001454694,0.005881859,0.005236552],"domain_scores_gemma":[0.9190639,0.02345748,0.006199691,0.005697744,0.02741694,0.0181642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01116922,0.06250974,0.06824161,0.005223088,0.0004595429,0.0009044601,0.08937939,0.002517299,0.008359008,0.001109793,0.02864874,0.721478],"study_design_scores_gemma":[0.01592575,0.1414444,0.6246362,0.002658268,0.001178185,0.0004092697,0.09630828,0.003350409,0.007865727,0.000497231,0.1049969,0.0007294629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854381,0.000558854,0.007101052,0.00350183,0.0003466782,0.08695112,0.003235545,0.0005583224,0.01230842],"genre_scores_gemma":[0.8261826,0.00119262,0.08890634,0.002222654,0.0002666466,0.06803089,0.002940808,0.0001775132,0.01007991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759325,"threshold_uncertainty_score":0.3498169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08129201985613611,"score_gpt":0.3392568314204456,"score_spread":0.2579648115643095,"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."}}