{"id":"W6885955871","doi":"10.1371/journal.pone.0300207.s001","title":"Human participants research checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orthopedic surgery; Specialty; Otorhinolaryngology; Psychological intervention; Surgical procedures; Plastic surgery","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":[0.09407833,0.002658284,0.004690701,0.005885383,0.005025788,0.007056191,0.005612016,0.004480417,0.4915273],"category_scores_gemma":[0.1221201,0.003624145,0.002446756,0.005228779,0.003139984,0.004664722,0.004742579,0.006705235,0.1236988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004384341,"about_ca_system_score_gemma":0.05025099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005459104,"about_ca_topic_score_gemma":0.01394967,"domain_scores_codex":[0.9643756,0.02209944,0.006300283,0.00248758,0.00282088,0.001916361],"domain_scores_gemma":[0.8798007,0.05250822,0.004923899,0.02383304,0.03435879,0.004575214],"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":[0.004011518,0.001263781,0.001161213,0.02471974,0.0001022585,0.0006425415,0.007948409,0.0006037668,0.0005146312,0.02304213,0.8286233,0.1073666],"study_design_scores_gemma":[0.006034642,0.0007129011,0.002155118,0.01602515,0.00007193206,0.0001898906,0.008591983,0.0005764532,0.0004782332,0.02223592,0.942784,0.0001436974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.002884602,0.00109156,0.02538485,0.004514597,0.003965351,0.7230445,0.1813965,0.002022739,0.05569532],"genre_scores_gemma":[0.00264508,0.0004261524,0.01652112,0.001521205,0.0001520219,0.9601767,0.007253387,0.000271217,0.01103309],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9059217,"threshold_uncertainty_score":0.7252745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4297159390314721,"score_gpt":0.5028252123933988,"score_spread":0.07310927336192669,"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."}}