{"id":"W6961077492","doi":"10.1371/journal.pone.0291997.s003","title":"Evaluating class solutions: model fit criteria.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latent class model; Tuberculosis; Population; Categorization; Primary care; Health care; Emergency department; Primary health 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":[],"consensus_categories":[],"category_scores_codex":[0.1041839,0.005019152,0.005103418,0.01306684,0.002950271,0.006461316,0.005086814,0.004377469,0.01311117],"category_scores_gemma":[0.2417032,0.00157872,0.008536438,0.008775292,0.002825837,0.004219603,0.004812205,0.006600447,0.001447456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004470396,"about_ca_system_score_gemma":0.006886953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176183,"about_ca_topic_score_gemma":0.009184846,"domain_scores_codex":[0.9202711,0.06840318,0.002636013,0.003976871,0.003743022,0.0009698554],"domain_scores_gemma":[0.6392922,0.3428954,0.005685276,0.004634197,0.005797273,0.001695626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002424916,0.00133613,0.09351171,0.003310784,0.01028176,0.000850817,0.002270574,0.5702365,0.000332711,0.05245307,0.04775419,0.2152368],"study_design_scores_gemma":[0.0002282764,0.0003610007,0.004026469,0.0004191981,0.000337353,0.0001138731,0.0005985017,0.9492025,0.0001028747,0.04175412,0.002795194,0.00006063712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1358959,0.006605511,0.8197089,0.005665992,0.0006655754,0.006459815,0.01010438,0.003361311,0.01153253],"genre_scores_gemma":[0.5863947,0.00128968,0.3909069,0.0006635312,0.0002615911,0.009521579,0.008763094,0.0006159888,0.001582936],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1041839,"threshold_uncertainty_score":0.5509835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143205632101148,"score_gpt":0.4564582360344479,"score_spread":0.3132526039332998,"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."}}