{"id":"W1665175313","doi":"10.3168/jds.2015-9445","title":"Invited review: Recommendations for reporting intervention studies on reproductive performance in dairy cattle: Improving design, analysis, and interpretation of research on reproduction","year":2015,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Elanco Animal Health; Dairy Australia; Church and Dwight","keywords":"Checklist; CLARITY; Systematic review; Consistency (knowledge bases); Research design; Medicine; Computer science; Psychology; MEDLINE; Biology; Statistics; Mathematics","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":[],"category_scores_codex":[0.1823188,0.005073111,0.01073914,0.023198,0.002439041,0.009130507,0.01350547,0.0152708,0.01628353],"category_scores_gemma":[0.438199,0.005465619,0.02118744,0.02289306,0.00391908,0.01177859,0.006504982,0.009898419,0.01231782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134638,"about_ca_system_score_gemma":0.05106786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01464815,"about_ca_topic_score_gemma":0.02335689,"domain_scores_codex":[0.8289838,0.08187167,0.06635813,0.004010766,0.01664527,0.002130219],"domain_scores_gemma":[0.5874467,0.1548548,0.07732346,0.01312308,0.1621425,0.005109357],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004039212,0.00007482059,0.0006989131,0.4429433,0.002168315,0.0002568294,0.000855399,0.0004416325,0.0004957686,0.002755221,0.385192,0.1637139],"study_design_scores_gemma":[0.0009608971,0.00009068826,0.001777751,0.5578188,0.006135954,0.0002714737,0.0004569123,0.0003183669,0.0003927763,0.006209395,0.4253807,0.000186197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0007800527,0.6103961,0.02991639,0.2178082,0.06121493,0.0536127,0.01545865,0.001706539,0.009106262],"genre_scores_gemma":[0.006528878,0.5603266,0.2285387,0.0795396,0.009585358,0.0975033,0.008473324,0.0006955789,0.008808629],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8176812,"threshold_uncertainty_score":0.9642054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3062457093448231,"score_gpt":0.4788000271439583,"score_spread":0.1725543177991352,"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."}}