{"id":"W6905006265","doi":"10.1371/journal.pone.0315918.s003","title":"Human participants research checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Hospital discharge; Quality (philosophy); Acute care; Acute hospital; Hospital care; MEDLINE; Cognition","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1435749,0.003638696,0.005949856,0.006166832,0.005533923,0.01019355,0.007838017,0.005844938,0.485133],"category_scores_gemma":[0.1436539,0.005458454,0.003351277,0.006322924,0.004728286,0.005551607,0.00687228,0.009710338,0.1356822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005286939,"about_ca_system_score_gemma":0.05843933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004619391,"about_ca_topic_score_gemma":0.01216589,"domain_scores_codex":[0.9425606,0.03753377,0.009106499,0.003406516,0.004502916,0.002889795],"domain_scores_gemma":[0.8399912,0.07358517,0.00603204,0.03506612,0.03981192,0.00551361],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007748744,0.002622694,0.0009724939,0.04295529,0.0001811758,0.0006762504,0.009822501,0.0009825554,0.0008621346,0.03335588,0.7551689,0.1446514],"study_design_scores_gemma":[0.01019909,0.001158107,0.001692452,0.01996989,0.00008535833,0.000187992,0.007439245,0.0007086621,0.0006762521,0.02524178,0.9324865,0.0001547345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.001844815,0.0009887596,0.02353126,0.003021211,0.003718067,0.8314927,0.09354605,0.002240147,0.03961697],"genre_scores_gemma":[0.00155108,0.0003593525,0.01857712,0.0009011872,0.0001009738,0.9676115,0.003470039,0.000249419,0.007179429],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.856425,"threshold_uncertainty_score":0.7593058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.309135618696177,"score_gpt":0.4717228268013074,"score_spread":0.1625872081051304,"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."}}