{"id":"W7111241626","doi":"10.1371/journal.pone.0325064.s004","title":"List of excluded studies with reasons.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Quality of life (healthcare); Socioeconomic status; Psychological intervention; Population; Scale (ratio); Thematic analysis; Inclusion (mineral); Qualitative property","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003280891,0.0002632181,0.0006541833,0.0001858976,0.0008238851,0.00000620153,0.0008152324,0.000514672,0.1196645],"category_scores_gemma":[0.01147293,0.0002170269,0.00009874948,0.0008390537,0.0002495805,0.00007558123,0.001335932,0.001191708,0.0006326909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002570463,"about_ca_system_score_gemma":0.001089694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003016684,"about_ca_topic_score_gemma":0.000427553,"domain_scores_codex":[0.9975594,0.0007141765,0.0007419193,0.0004173076,0.0001807563,0.000386399],"domain_scores_gemma":[0.992965,0.002815321,0.0006340907,0.001944809,0.00156966,0.00007106154],"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":[0.0001507551,0.0002773895,0.01240738,0.003998535,0.0003991011,0.000003142558,0.0009540808,5.172541e-7,0.0000136443,0.001532026,0.9751489,0.005114511],"study_design_scores_gemma":[0.001703523,0.0002530131,0.2163685,0.06026617,0.0001727464,0.000001239758,0.01642214,0.00003512958,0.000558255,0.0006451405,0.70322,0.0003541583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.009080986,0.07495888,0.000025359,0.03477301,0.0008298567,0.006624598,0.5951856,0.0009354758,0.2775862],"genre_scores_gemma":[0.9707541,0.0004079753,0.0005200469,0.001221349,0.00003493584,0.001283252,0.01249969,0.0000235877,0.01325509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9616731,"threshold_uncertainty_score":0.9968538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2505818543726746,"score_gpt":0.4931645405265616,"score_spread":0.242582686153887,"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."}}