{"id":"W3121959724","doi":"10.2196/25505","title":"A Clinical Communication Tool (Loop) for Team-Based Care in Pediatric and Adult Care Settings: Hybrid Mixed Methods Implementation Study","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital; McMaster University; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Public Health Ontario; Hospital for Sick Children; Sinai Health System; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Computer science; Health care; Medicine; Psychology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05044603,0.0001177096,0.0004649167,0.0005406371,0.0003129164,0.00005451811,0.0007267694,0.000180845,0.0005026031],"category_scores_gemma":[0.05014455,0.00009869081,0.00009269651,0.0006479294,0.0001297592,0.0001851867,0.0004809979,0.002559759,0.00000971679],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005770366,"about_ca_system_score_gemma":0.006216972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005413485,"about_ca_topic_score_gemma":0.004426843,"domain_scores_codex":[0.9767308,0.0172977,0.002737452,0.0003311358,0.002210531,0.0006924284],"domain_scores_gemma":[0.9741144,0.01975597,0.0006974308,0.0003585966,0.00452599,0.0005475776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003656473,0.0003075616,0.6647888,0.001502339,0.00003620067,0.00006524447,0.05890963,0.000001444536,0.00001999011,0.0001703127,0.08105711,0.1927757],"study_design_scores_gemma":[0.01883054,0.003266084,0.2867444,0.0008702587,0.00007178044,0.0000267048,0.632419,0.002509558,0.00031791,0.0001992915,0.05450901,0.0002354308],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736863,0.0005241618,0.002569435,0.02113175,0.0004091812,0.001572856,0.00003117412,0.000008930419,0.00006618525],"genre_scores_gemma":[0.9758887,0.0004675844,0.0183295,0.004374305,0.0005497329,0.0002834952,0.00003430886,0.00002047529,0.00005194184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5735094,"threshold_uncertainty_score":0.9997414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5276920025846108,"score_gpt":0.7700954381817463,"score_spread":0.2424034355971355,"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."}}