{"id":"W6923141452","doi":"10.1371/journal.pmen.0000013.s004","title":"Study cohort creation flow diagram.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Cohort; Cohort study; Schizophrenia (object-oriented programming); Retrospective cohort study; Confidence interval; Health care; Population; Ambulatory care","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003558704,0.001427655,0.001784873,0.004460556,0.001855232,0.001745892,0.001611192,0.001538562,0.3193613],"category_scores_gemma":[0.01499552,0.001168325,0.001547028,0.00368171,0.0002803168,0.001671144,0.00161757,0.001639484,0.03614444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508118,"about_ca_system_score_gemma":0.006585266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0291297,"about_ca_topic_score_gemma":0.02338374,"domain_scores_codex":[0.9981201,0.0004695944,0.0003874413,0.0005843428,0.0001829451,0.0002554393],"domain_scores_gemma":[0.994794,0.001884102,0.0006187537,0.0004865944,0.001721447,0.0004951096],"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":[0.003304994,0.0005851748,0.045518,0.008946902,0.0003389357,0.000537003,0.0006676635,0.001130034,0.0005775851,0.005856597,0.8449908,0.08754621],"study_design_scores_gemma":[0.01206005,0.001335936,0.1095858,0.01844293,0.0008357925,0.002821087,0.002309282,0.007450744,0.000762178,0.02133571,0.8226814,0.0003791226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00803939,0.00159088,0.007538452,0.00136069,0.001116224,0.02166206,0.9388246,0.0007621663,0.01910558],"genre_scores_gemma":[0.07883993,0.00498153,0.05647475,0.00702509,0.0007060284,0.1540614,0.6560559,0.0008524982,0.04100284],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3193613,"threshold_uncertainty_score":0.9708484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436938823702313,"score_gpt":0.5005745801053489,"score_spread":0.3568806977351176,"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."}}