{"id":"W2288380844","doi":"10.1155/2012/769891","title":"Collaboration – No Other Way to Go","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Thoracic Society","funders":"","keywords":"Medicine; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05287585,0.002945889,0.002803953,0.002608315,0.01555832,0.02679495,0.007413933,0.02983144,0.09859272],"category_scores_gemma":[0.1018495,0.001473474,0.003172515,0.00149303,0.0206344,0.05229593,0.05894738,0.04282612,0.08815995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006323515,"about_ca_system_score_gemma":0.03204352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00461499,"about_ca_topic_score_gemma":0.005347614,"domain_scores_codex":[0.8836099,0.05984199,0.004202307,0.01171052,0.0248859,0.01574937],"domain_scores_gemma":[0.801603,0.02659242,0.009385963,0.02350703,0.03558884,0.1033227],"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":[0.00008460377,0.0001722097,0.0005390515,0.0008698271,0.0001761801,0.000409916,0.003960201,0.0001189012,0.0003086051,0.0633763,0.8705679,0.05941627],"study_design_scores_gemma":[0.00005368138,0.00008832519,0.000163546,0.001377549,0.00002310279,0.000354061,0.003884515,0.0000501078,0.00009575045,0.02851574,0.9653357,0.00005795314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009979139,0.009091978,0.006510308,0.8596624,0.04585182,0.0002073467,0.000199702,0.001354883,0.07612363],"genre_scores_gemma":[0.04404535,0.007053463,0.01121166,0.8132629,0.01599289,0.000682771,0.0004767787,0.00135416,0.10592],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09859272,"threshold_uncertainty_score":0.3298255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09014138438273844,"score_gpt":0.4010276928532668,"score_spread":0.3108863084705284,"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."}}