{"id":"W2181680997","doi":"10.1097/pep.0b013e3181faeb11","title":"Sharing of Lessons Learned From Multisite Research","year":2010,"lang":"en","type":"article","venue":"Pediatric Physical Therapy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Institutes of Health Research; Western University","funders":"Canadian Institutes of Health Research","keywords":"Anticipation (artificial intelligence); Process (computing); Knowledge translation; Knowledge management; Medical education; Psychology; Engineering ethics; Medicine; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002557233,0.0001119664,0.0002747026,0.00020051,0.0006381239,0.00001180853,0.0005740452,0.0001099552,0.0007519362],"category_scores_gemma":[0.001241578,0.00009281153,0.00006520604,0.001013656,0.000130413,0.0001719236,0.0001893638,0.0015278,0.0007640324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004656347,"about_ca_system_score_gemma":0.0003974356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658207,"about_ca_topic_score_gemma":0.0001846419,"domain_scores_codex":[0.9968506,0.0007063419,0.0004990332,0.0004108784,0.0007608715,0.0007723414],"domain_scores_gemma":[0.9927342,0.00582638,0.0002283439,0.0005793921,0.0003500546,0.0002816129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002147034,0.0005265493,0.5046334,0.0001357631,0.00003007481,0.000003009936,0.06288302,0.000004950368,0.301461,0.02400091,0.009502724,0.09660389],"study_design_scores_gemma":[0.00502751,0.0002820076,0.7533921,0.00002779993,0.00001597257,2.148874e-7,0.001915946,0.001465757,0.006472646,0.1296642,0.101275,0.0004608015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897778,0.0000190957,0.00008612568,0.006925811,0.0003979035,0.0005462326,0.0000992315,0.00006061508,0.002087154],"genre_scores_gemma":[0.9943072,0.0003265706,0.0006113628,0.001131407,0.00314758,0.0001383024,0.000006897069,0.00002300898,0.0003076552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2949883,"threshold_uncertainty_score":0.9820346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8474269200706025,"score_gpt":0.7423776379602531,"score_spread":0.1050492821103494,"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."}}