{"id":"W4400774115","doi":"10.1016/j.evalprogplan.2024.102468","title":"Development and validation of observational and qualitative study protocol reporting checklists for novice researchers (ObsQual checklist)","year":2024,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Checklist; Observational study; Protocol (science); Psychology; Medical education; Medicine; Applied psychology; Medical physics; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4320745,0.003260616,0.006219827,0.01519157,0.005589872,0.00718961,0.007158361,0.003634009,0.01210748],"category_scores_gemma":[0.5399964,0.005713813,0.009235473,0.007918083,0.004903299,0.005715381,0.006742355,0.008333453,0.003697373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01062643,"about_ca_system_score_gemma":0.07168742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008442956,"about_ca_topic_score_gemma":0.01973099,"domain_scores_codex":[0.5765655,0.2067814,0.1682525,0.009353356,0.03447702,0.004570158],"domain_scores_gemma":[0.2865505,0.3224585,0.05602628,0.07015911,0.2593212,0.005484479],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005602398,0.003693993,0.03059823,0.08731578,0.00215164,0.001204794,0.06578627,0.005097523,0.01343035,0.01741824,0.1261563,0.6415445],"study_design_scores_gemma":[0.02250673,0.006008023,0.1349442,0.1638344,0.005404316,0.001641641,0.04993901,0.03195821,0.04703421,0.03851205,0.4949603,0.003256878],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.02542177,0.00217228,0.1668509,0.003575369,0.001277244,0.7814726,0.01251769,0.001958018,0.004754079],"genre_scores_gemma":[0.01370412,0.0005917099,0.2492613,0.0007168927,0.00009243091,0.7313241,0.002959006,0.0002437458,0.001106641],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5679255,"threshold_uncertainty_score":0.7003532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9321055219204961,"score_gpt":0.7243530624430737,"score_spread":0.2077524594774224,"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."}}