{"id":"W7110893370","doi":"10.1371/journal.pone.0322118.s001","title":"Descriptive and outcome measures.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Thematic analysis; Outcome (game theory); Randomized controlled trial; Clinical trial; Descriptive statistics; Qualitative research; Program evaluation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01413225,0.001438625,0.002020193,0.006429817,0.001358182,0.001980327,0.002382883,0.001351773,0.1230643],"category_scores_gemma":[0.04040822,0.0004388525,0.001957979,0.007619519,0.0007721735,0.001686726,0.00204838,0.002340744,0.02098382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00285563,"about_ca_system_score_gemma":0.007428802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003830872,"about_ca_topic_score_gemma":0.004183732,"domain_scores_codex":[0.9843119,0.005056926,0.003976998,0.001401308,0.004460437,0.0007925071],"domain_scores_gemma":[0.9714273,0.01069781,0.00431871,0.002139636,0.01071084,0.0007056497],"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":[0.004928115,0.002057826,0.03666419,0.01872999,0.0007498551,0.0003263734,0.002577026,0.001256251,0.0005837827,0.02285952,0.5827419,0.3265253],"study_design_scores_gemma":[0.001266727,0.002687606,0.07683036,0.01091731,0.0005877686,0.0005790622,0.004122382,0.001323143,0.0009168012,0.01807268,0.8824249,0.0002712195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.03642329,0.005533203,0.01206874,0.004425924,0.003613241,0.055715,0.687571,0.0009332286,0.1937164],"genre_scores_gemma":[0.1568336,0.007298392,0.04823386,0.008671652,0.00124641,0.3652462,0.3362925,0.001118248,0.07505918],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8769357,"threshold_uncertainty_score":0.411691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8582604299027656,"score_gpt":0.675965870631714,"score_spread":0.1822945592710516,"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."}}