{"id":"W2900738322","doi":"10.1007/s13162-018-0127-x","title":"The transition from products to connected health: observations and avenues for future research","year":2018,"lang":"en","type":"article","venue":"AMS Review","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scholarship; Marketing; Value (mathematics); Public relations; Sociology; Business; Political science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.005627116,0.0002859211,0.0008266211,0.001637356,0.0007406937,0.006647857,0.001097956,0.002011962,0.01043647],"category_scores_gemma":[0.01063888,0.0002171656,0.0007251018,0.003910373,0.003811254,0.007730727,0.002173471,0.002796925,0.000990523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250924,"about_ca_system_score_gemma":0.003753643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004069782,"about_ca_topic_score_gemma":0.005490462,"domain_scores_codex":[0.9980872,0.0007111251,0.0001686258,0.0003554825,0.0004585066,0.0002189922],"domain_scores_gemma":[0.9899027,0.007117765,0.0008867225,0.0004254346,0.001190496,0.0004768739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004598112,0.0002466652,0.01071607,0.01550955,0.0002290513,0.0007486019,0.006981501,0.0002905393,0.001914904,0.2356112,0.02861041,0.6986817],"study_design_scores_gemma":[0.00008699033,0.0005893939,0.05930283,0.02460788,0.0003485555,0.002414522,0.03630745,0.0004051529,0.002018167,0.1385411,0.7352632,0.0001147037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03128328,0.8821345,0.002704143,0.05509571,0.001458301,0.00007254454,0.0002636617,0.00003116545,0.02695663],"genre_scores_gemma":[0.2296546,0.7521699,0.002869091,0.01124008,0.001250317,0.00008055932,0.0001601852,0.00003487365,0.002540541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01043647,"threshold_uncertainty_score":0.03491348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1305234157852872,"score_gpt":0.3470943327479076,"score_spread":0.2165709169626204,"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."}}