{"id":"W4250741279","doi":"10.1002/9781119123316.ch15","title":"Reflections","year":2021,"lang":"en","type":"other","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"Health care; Evidence-based practice; Psychology; Nursing; Medical education; Public relations; Medicine; Political science; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.01087769,0.001169022,0.0005102645,0.00131381,0.005586099,0.0114487,0.003015686,0.009195601,0.1142982],"category_scores_gemma":[0.05277482,0.0005801428,0.001467574,0.001084207,0.003874476,0.01072143,0.007198687,0.01747648,0.05876365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007184809,"about_ca_system_score_gemma":0.0114044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009467066,"about_ca_topic_score_gemma":0.01700821,"domain_scores_codex":[0.9873131,0.004121265,0.0004793715,0.001106949,0.005385721,0.001593585],"domain_scores_gemma":[0.9764712,0.005770335,0.0006375636,0.001286321,0.0118271,0.004007456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000153514,0.00003051486,0.00009984639,0.00007506087,0.000001726409,0.00008471082,0.0007840091,0.00003179553,0.00007137259,0.009907256,0.9740492,0.01484917],"study_design_scores_gemma":[0.000002301288,0.000006498307,0.00007420037,0.0001264863,0.000001050758,0.00006174431,0.00110087,0.00001031944,0.00005301759,0.001816752,0.9967399,0.00000696995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001084574,0.004517691,0.002531325,0.6911089,0.1290735,0.0001969518,0.0007640392,0.0003557854,0.1703673],"genre_scores_gemma":[0.00903163,0.005770101,0.003811792,0.4833408,0.01306443,0.0003422524,0.0007468383,0.0005645673,0.4833277],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1142982,"threshold_uncertainty_score":0.3823655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1642604848955567,"score_gpt":0.5676287643233393,"score_spread":0.4033682794277826,"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."}}