{"id":"W6923339240","doi":"10.1371/journal.pone.0307106.s001","title":"Flowchart of inclusions and exclusions.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Depression (economics); Physical health; Obesity; Health care; Public health; Medical record","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":[0.02882262,0.001367314,0.00287544,0.006333271,0.006485774,0.004567642,0.003075801,0.002841267,0.5808888],"category_scores_gemma":[0.1106759,0.001625665,0.001659886,0.004106441,0.001079186,0.004539298,0.005184956,0.003584045,0.1467608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004191596,"about_ca_system_score_gemma":0.02518054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009721161,"about_ca_topic_score_gemma":0.01766386,"domain_scores_codex":[0.9854183,0.005439329,0.004264434,0.001452981,0.001923967,0.001500977],"domain_scores_gemma":[0.9365826,0.02273384,0.002887222,0.006468283,0.02800399,0.003324001],"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":[0.001514301,0.0005193706,0.001685022,0.003332458,0.00002693805,0.0002403207,0.001810764,0.000147184,0.0003178371,0.007677488,0.8957389,0.08698952],"study_design_scores_gemma":[0.001535838,0.0002670294,0.004642943,0.009115348,0.00004507759,0.0003035988,0.003690283,0.0003984016,0.0005225147,0.01139131,0.9679795,0.0001082177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0112183,0.0019012,0.02408791,0.0127275,0.01554523,0.3429908,0.4667657,0.005009988,0.1197533],"genre_scores_gemma":[0.01218024,0.002171722,0.06089709,0.01381299,0.001113787,0.7204974,0.0903205,0.001766475,0.09723979],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5808888,"threshold_uncertainty_score":0.5978112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114483058991353,"score_gpt":0.4404535051217103,"score_spread":0.3259704461303572,"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."}}