{"id":"W4281646313","doi":"10.1002/9781119757269.fmatter","title":"Frontmatter","year":2022,"lang":"en","type":"other","venue":"","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Western University; University of Ottawa","funders":"","keywords":"Library science; Citation; 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":["insufficient_payload"],"category_scores_codex":[0.0003790495,0.001500882,0.0006325205,0.001842496,0.002053858,0.003274705,0.0009633729,0.003151668,0.9595869],"category_scores_gemma":[0.001551827,0.0005804144,0.000685302,0.001049434,0.0005393786,0.002168092,0.002962912,0.00179318,0.9266931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005886534,"about_ca_system_score_gemma":0.001042686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002823149,"about_ca_topic_score_gemma":0.01043436,"domain_scores_codex":[0.999688,0.00003123723,0.00001309829,0.00007989238,0.0001005536,0.00008715092],"domain_scores_gemma":[0.9990329,0.000170515,0.00003810861,0.00007510061,0.0001849397,0.0004984456],"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":[0.00008100142,0.00009530348,0.0005360644,0.0001135794,0.000005840897,0.0001676223,0.0000503493,0.00006619831,0.0002575826,0.002538995,0.8221765,0.1739109],"study_design_scores_gemma":[0.00003961644,0.00005055194,0.001344157,0.00020847,0.00000569837,0.0002091922,0.000114388,0.0001046789,0.0001374078,0.001430535,0.996345,0.00001035793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004936646,0.0002377709,0.0001346203,0.0006944315,0.0007246639,0.00003838321,0.001085765,0.000369532,0.9962212],"genre_scores_gemma":[0.0005131845,0.00008610918,0.00005001028,0.0002985008,0.00006758432,0.00001222371,0.0002120615,0.00007045843,0.9986898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04041308,"threshold_uncertainty_score":0.05764437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2316215545529464,"score_gpt":0.4516459596135504,"score_spread":0.220024405060604,"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."}}