{"id":"W3127252410","doi":"10.1016/j.pec.2021.02.008","title":"My first time","year":2021,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Canada Research Chairs","funders":"","keywords":"Reflection (computer programming); Psychology; Medicine; Medical education; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001104224,0.00115579,0.0009261253,0.001302591,0.005419659,0.008283811,0.001501301,0.003231991,0.6474807],"category_scores_gemma":[0.008346534,0.0004219257,0.0008382497,0.0005655249,0.001108276,0.002858303,0.007031944,0.006428059,0.5523698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201836,"about_ca_system_score_gemma":0.002911187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809246,"about_ca_topic_score_gemma":0.006479147,"domain_scores_codex":[0.9986628,0.000261624,0.00003156211,0.0001768733,0.0004644002,0.0004026618],"domain_scores_gemma":[0.9926862,0.0002145642,0.0001738701,0.0002104476,0.001331768,0.005383271],"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":[0.00002464414,0.00005464539,0.0002774542,0.00003664567,0.000003404492,0.00009146747,0.0002628202,0.00001156376,0.0001663545,0.001130354,0.9736348,0.02430592],"study_design_scores_gemma":[0.00001036346,0.00003150874,0.000384063,0.000103558,0.00000254549,0.0001813241,0.001313257,0.00001772551,0.00007325771,0.0007865299,0.9970863,0.000009434277],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005301487,0.00523459,0.002207422,0.1718144,0.1236052,0.0003309864,0.001827526,0.002188703,0.6874896],"genre_scores_gemma":[0.003781916,0.0005421,0.0003885415,0.01826289,0.002898251,0.00009621341,0.000203558,0.0002301389,0.9735963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6474807,"threshold_uncertainty_score":0.502826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439400104348771,"score_gpt":0.3753596859333401,"score_spread":0.3509656848898524,"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."}}